changeset 0:e04905c22f5a draft default tip

planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
author imgteam
date Wed, 25 Sep 2024 16:27:49 +0000
parents
children
files imagej2_adjust_threshold_binary_jython_script.py imagej2_analyze_particles_binary_jython_script.py imagej2_analyze_skeleton_jython_script.py imagej2_base_utils$py.class imagej2_base_utils.pyc imagej2_binary_to_edm_jython_script.py imagej2_create_image_jython_script.py imagej2_crop_jython_script.py imagej2_enhance_contrast_jython_script.py imagej2_filter.xml imagej2_filter_jython_script.py imagej2_find_edges_jython_script.py imagej2_find_maxima_jython_script.py imagej2_macros.xml imagej2_make_binary_jython_script.py imagej2_math_jython_script.py imagej2_noise_jython_script.py imagej2_shadows_jython_script.py imagej2_sharpen_jython_script.py imagej2_skeletonize3d_jython_script.py imagej2_smooth_jython_script.py imagej2_watershed_binary_jython_script.py jython_utils$py.class readme.md static/images/bunwarpj_scheme.png test-data/adapted_transformation.txt test-data/add_specified_noise.gif test-data/analyze_particles_bareoutlines.gif test-data/analyze_particles_nothing.tabular test-data/analyze_particles_outlines.gif test-data/analyze_particles_overlaymasks.gif test-data/analyze_particles_rois.tabular test-data/basic.tabular test-data/blobs.gif test-data/blobs_black_edm.gif test-data/blobs_count.tabular test-data/blobs_crop_top50.gif test-data/blobs_crop_width50.gif test-data/blobs_direct_transf.txt test-data/blobs_edm.gif test-data/blobs_equalize.gif test-data/blobs_find_edges.gif test-data/blobs_list.tabular test-data/blobs_log.gif test-data/blobs_macro.gif test-data/blobs_min.gif test-data/blobs_multiply.gif test-data/blobs_normalize.gif test-data/blobs_northwest.gif test-data/blobs_saturate.gif test-data/blobs_segmented.gif test-data/blobs_sharpen.gif test-data/blobs_single_points.gif test-data/blobs_smooth.gif test-data/blobs_square.gif test-data/blobs_threshold_0-8.gif test-data/blobs_threshold_8-255.gif test-data/blobs_threshold_default.gif test-data/blobs_threshold_huang_dark.gif test-data/blobs_threshold_percentile.gif test-data/blobs_tolerance.gif test-data/blobs_watershed_binary.gif test-data/clown.jpg test-data/clown_binary.jpg test-data/composed_raw_elastic_transformation.txt test-data/composed_raw_elastic_transformation_full.txt test-data/composed_raw_transformation.txt test-data/composed_raw_transformation_full.txt test-data/confocal-series-both-channels.tiff test-data/confocal-series-both-channels_cropped_singleZ.tiff test-data/confocal-series-first-channel.tif test-data/confocal-series-first-channel_cropped.tiff test-data/confocal-series-first-channel_cropped_singleZ.tiff test-data/confocal-series-first-channel_default_threshold_watershed.tiff test-data/confocal-series-first-channel_gaussian_blur.tiff test-data/confocal-series-first-channel_threshold_default.tiff test-data/confocal-series-first-channel_threshold_default_overlay_mask.tiff test-data/confocal_analyze_particles.tabular test-data/confocal_analyze_particles_rois.tabular test-data/create_image1.jpg test-data/despeckle.gif test-data/detailed.tabular test-data/dotblot.jpg test-data/elastic_trans_registered_source1.png test-data/gaussian_blur.gif test-data/largest_shortest_path_basic.tabular test-data/mask_ramp.gif test-data/mask_white.png test-data/median.gif test-data/raw_trans_registered_source1.png test-data/raw_transformation.txt test-data/raw_transformation_full.txt test-data/regenerate_outputs.sh test-data/registered_source1.png test-data/registered_source1_forced1cpu.png test-data/registered_source2.png test-data/registered_source2_forced1cpu.png test-data/registered_target1.png test-data/registered_target1_forced1cpu.png test-data/registered_target2.png test-data/registered_target2_forced1cpu.png test-data/remove_outliers.gif test-data/shortest_branch_all_yes.tabular test-data/shortest_branch_basic.tabular test-data/skeletonized_blobs.gif test-data/skeletonized_clown.jpg test-data/source_elastic_transformation.txt test-data/source_elastic_transformation_forced1cpu_out_full.txt test-data/source_elastic_transformation_out.txt test-data/source_elastic_transformation_out_full.txt test-data/source_raw_transformation.txt test-data/target_elastic_transformation.txt test-data/target_elastic_transformation_forced1cpu_out_full.txt test-data/target_elastic_transformation_out.txt test-data/target_elastic_transformation_out_full.txt test-data/target_raw_transformation.txt test-data/top_hat.gif test-data/top_hat2.gif test-data/unsharp_mask.gif test-data/warping_index.txt test-data/warping_index1.txt test-data/warping_index1_full.txt test-data/warping_index2.txt test-data/warping_index_raw.txt test-data/warping_index_raw_full.txt
diffstat 125 files changed, 4151 insertions(+), 0 deletions(-) [+]
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_adjust_threshold_binary_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,57 @@
+import sys
+
+from ij import IJ, Prefs
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input_file = sys.argv[-8]
+threshold_min = float(sys.argv[-7])
+threshold_max = float(sys.argv[-6])
+method = sys.argv[-5]
+display = sys.argv[-4]
+black_background = sys.argv[-3] == "yes"
+output_filename = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input_file)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+
+bit_depth = input_image_plus_copy.getBitDepth()
+
+if black_background:
+    Prefs.blackBackground = True
+else:
+    Prefs.blackBackground = False
+
+if method != "Manual":
+    # Set the options.
+    if black_background:
+        method_str = "%s dark" % method
+        suffix = "black"
+    else:
+        method_str = method
+        suffix = ""
+    threshold_min = 1
+    # Set threshold_max based on image bit-depth
+    # For 8-bit images, use 255; for 16-bit images, use 65535
+    if bit_depth == 8:
+        threshold_max = 255  # Default for 8-bit images
+    elif bit_depth == 16:
+        threshold_max = 65535  # Default for 16-bit images
+    else:
+        threshold_max = float('inf')  # General fallback if bit depth is unknown
+
+    IJ.setAutoThreshold(input_image_plus_copy, method_str)
+    IJ.run(input_image_plus_copy, "Convert to Mask", "calculate %s" % suffix)
+if display == "red":
+    display_mode = "Red"
+elif display == "bw":
+    display_mode = "Black & White"
+elif display == "over_under":
+    display_mode = "Over/Under"
+IJ.setThreshold(input_image_plus_copy, threshold_min, threshold_max, display_mode)
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, output_filename)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_analyze_particles_binary_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,95 @@
+import sys
+
+from ij import IJ, Prefs
+from ij.plugin.filter import Analyzer
+
+OPTIONS = ["edm=Overwrite", "iterations=1", "count=1"]
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+roi_coordinate_file = sys.argv[-13]
+input_file = sys.argv[-12]
+black_background = sys.argv[-11] == "yes"
+size = sys.argv[-10]
+circularity_min = float(sys.argv[-9])
+circularity_max = float(sys.argv[-8])
+show = sys.argv[-7]
+display_results = sys.argv[-6] == "yes"
+exclude_edges = sys.argv[-5] == "yes"
+include_holes = sys.argv[-4] == "yes"
+output_filename = sys.argv[-3]
+output_datatype = sys.argv[-2]
+results_path = sys.argv[-1]
+
+
+if black_background:
+    Prefs.blackBackground = True
+else:
+    Prefs.blackBackground = False
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input_file)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+analyzer = Analyzer(input_image_plus_copy)
+
+# Set binary options.
+options_list = OPTIONS
+if black_background:
+    options_list.append("black")
+options = " ".join(options_list)
+IJ.run(input_image_plus_copy, "Options...", options)
+
+if not image_processor_copy.isBinary():
+    # Convert the image to binary grayscale.
+    IJ.run(input_image_plus_copy, "Make Binary", "")
+
+# Set the options.
+options = ["size=%s" % size, "stack"]
+circularity_str = "%.3f-%.3f" % (circularity_min, circularity_max)
+options.append("circularity=%s" % circularity_str)
+if exclude_edges:
+    options.append("exclude")
+if include_holes:
+    options.append("include")
+
+# If you need the coordinates of ROIs we compute it twice
+if len(roi_coordinate_file) > 0:
+    options2 = list(options)
+    options2.append("show=Overlay")
+    IJ.run(input_image_plus_copy, "Analyze Particles...", " ".join(options2))
+    ov = input_image_plus_copy.getOverlay()
+    with open(roi_coordinate_file, 'w') as fo:
+        fo.write("shape\tpoints\tlabel\tt\tz\n")
+        for i, roi in enumerate(ov):
+            if roi.getName() is None:
+                roi.name = "ROI_%d" % i
+            poly = roi.getPolygon()
+            x_values = poly.xpoints
+            y_values = poly.ypoints
+            points_coo = ",".join(["(%d,%d)" % (x, y) for x, y in zip(x_values, y_values)])
+            fo.write("Polygon\t%s\t%s\t%d\t%d\n" % (points_coo, roi.getName(), roi.getTPosition(), roi.getZPosition()))
+    analyzer.resetCounter()
+
+if show.find("_") >= 0:
+    show_str = "[%s]" % show.replace("_", " ")
+else:
+    show_str = show
+options.append("show=%s" % show_str)
+if display_results:
+    options.append("display")
+# Always run "in_situ".
+options.append("in_situ")
+
+# Run the command.
+IJ.run(input_image_plus_copy, "Analyze Particles...", " ".join(options))
+
+# Save outputs.
+if len(output_filename) > 0:
+    # Save the ImagePlus object as a new image.
+    IJ.saveAs(input_image_plus_copy, output_datatype, output_filename)
+if len(results_path) > 0:
+    results_table = analyzer.getResultsTable()
+    results_table.saveAs(results_path)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_analyze_skeleton_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,173 @@
+import math
+import sys
+
+from ij import IJ
+from sc.fiji.analyzeSkeleton import AnalyzeSkeleton_
+
+BASIC_NAMES = [
+    "Branches",
+    "Junctions",
+    "End-point Voxels",
+    "Junction Voxels",
+    "Slab Voxels",
+    "Average branch length",
+    "Triple Points",
+    "Quadruple Points",
+    "Maximum Branch Length",
+]
+DETAIL_NAMES = [
+    "Skeleton ID",
+    "Branch length",
+    "V1 x",
+    "V1 y",
+    "V1 z",
+    "V2 x",
+    "V2 y",
+    "V2 z",
+    "Euclidean distance",
+]
+OPTIONS = ["edm=Overwrite", "iterations=1", "count=1"]
+
+
+def get_euclidean_distance(vertex1, vertex2):
+    x1, y1, z1 = get_points(vertex1)
+    x2, y2, z2 = get_points(vertex2)
+    return math.sqrt(
+        math.pow((x2 - x1), 2) + math.pow((y2 - y1), 2) + math.pow((z2 - z1), 2)
+    )
+
+
+def get_graph_length(graph):
+    length = 0
+    for edge in graph.getEdges():
+        length = length + edge.getLength()
+    return length
+
+
+def get_points(vertex):
+    # An array of Point, which has attributes x,y,z.
+    point = vertex.getPoints()[0]
+    return point.x, point.y, point.z
+
+
+def get_sorted_edge_lengths(graph):
+    # Return graph edges sorted from longest to shortest.
+    edges = graph.getEdges()
+    edges = sorted(edges, key=lambda edge: edge.getLength(), reverse=True)
+    return edges
+
+
+def get_sorted_graph_lengths(result):
+    # Get the separate graphs (skeletons).
+    graphs = result.getGraph()
+    # Sort graphs from longest to shortest.
+    graphs = sorted(graphs, key=lambda g: get_graph_length(g), reverse=True)
+    return graphs
+
+
+def save(result, output, show_detailed_info, calculate_largest_shortest_path, sep="\t"):
+    num_trees = int(result.getNumOfTrees())
+    outf = open(output, "wb")
+    outf.write("# %s\n" % sep.join(BASIC_NAMES))
+    for index in range(num_trees):
+        outf.write("%d%s" % (result.getBranches()[index], sep))
+        outf.write("%d%s" % (result.getJunctions()[index], sep))
+        outf.write("%d%s" % (result.getEndPoints()[index], sep))
+        outf.write("%d%s" % (result.getJunctionVoxels()[index], sep))
+        outf.write("%d%s" % (result.getSlabs()[index], sep))
+        outf.write("%.3f%s" % (result.getAverageBranchLength()[index], sep))
+        outf.write("%d%s" % (result.getTriples()[index], sep))
+        outf.write("%d%s" % (result.getQuadruples()[index], sep))
+        outf.write("%.3f" % result.getMaximumBranchLength()[index])
+        if calculate_largest_shortest_path:
+            outf.write("%s%.3f%s" % (sep, result.shortestPathList.get(index), sep))
+            outf.write("%d%s" % (result.spStartPosition[index][0], sep))
+            outf.write("%d%s" % (result.spStartPosition[index][1], sep))
+            outf.write("%d\n" % result.spStartPosition[index][2])
+        else:
+            outf.write("\n")
+    if show_detailed_info:
+        outf.write("# %s\n" % sep.join(DETAIL_NAMES))
+        # The following index is a placeholder for the skeleton ID.
+        # The terms "graph" and "skeleton" refer to the same thing.
+        # Also, the SkeletonResult.java code states that the
+        # private Graph[] graph object is an array of graphs (one
+        # per tree).
+        for index, graph in enumerate(get_sorted_graph_lengths(result)):
+            for edge in get_sorted_edge_lengths(graph):
+                vertex1 = edge.getV1()
+                x1, y1, z1 = get_points(vertex1)
+                vertex2 = edge.getV2()
+                x2, y2, z2 = get_points(vertex2)
+                outf.write("%d%s" % (index + 1, sep))
+                outf.write("%.3f%s" % (edge.getLength(), sep))
+                outf.write("%d%s" % (x1, sep))
+                outf.write("%d%s" % (y1, sep))
+                outf.write("%d%s" % (z1, sep))
+                outf.write("%d%s" % (x2, sep))
+                outf.write("%d%s" % (y2, sep))
+                outf.write("%d%s" % (z2, sep))
+                outf.write("%.3f" % get_euclidean_distance(vertex1, vertex2))
+                if calculate_largest_shortest_path:
+                    # Keep number of separated items the same for each line.
+                    outf.write("%s %s" % (sep, sep))
+                    outf.write(" %s" % sep)
+                    outf.write(" %s" % sep)
+                    outf.write(" \n")
+                else:
+                    outf.write("\n")
+    outf.close()
+
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input = sys.argv[-7]
+black_background = sys.argv[-6] == "yes"
+prune_cycle_method = sys.argv[-5]
+prune_ends = sys.argv[-4] == "yes"
+calculate_largest_shortest_path = sys.argv[-3] == "yes"
+if calculate_largest_shortest_path:
+    BASIC_NAMES.extend(["Longest Shortest Path", "spx", "spy", "spz"])
+    DETAIL_NAMES.extend([" ", " ", " ", " "])
+show_detailed_info = sys.argv[-2] == "yes"
+output = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+# Set binary options.
+options_list = OPTIONS
+if black_background:
+    options_list.append("black")
+options = " ".join(options_list)
+IJ.run(input_image_plus_copy, "Options...", options)
+
+# Convert image to binary if necessary.
+if not image_processor_copy.isBinary():
+    IJ.run(input_image_plus_copy, "Make Binary", "")
+
+# Run AnalyzeSkeleton
+analyze_skeleton = AnalyzeSkeleton_()
+analyze_skeleton.setup("", input_image_plus_copy)
+if prune_cycle_method == "none":
+    prune_index = analyze_skeleton.NONE
+elif prune_cycle_method == "shortest_branch":
+    prune_index = analyze_skeleton.SHORTEST_BRANCH
+elif prune_cycle_method == "lowest_intensity_voxel":
+    prune_index = analyze_skeleton.LOWEST_INTENSITY_VOXEL
+elif prune_cycle_method == "lowest_intensity_branch":
+    prune_index = analyze_skeleton.LOWEST_INTENSITY_BRANCH
+result = analyze_skeleton.run(
+    prune_index,
+    prune_ends,
+    calculate_largest_shortest_path,
+    input_image_plus_copy,
+    True,
+    True,
+)
+# Save the results.
+save(result, output, show_detailed_info, calculate_largest_shortest_path)
Binary file imagej2_base_utils$py.class has changed
Binary file imagej2_base_utils.pyc has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_binary_to_edm_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,39 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input_file = sys.argv[-7]
+iterations = int(sys.argv[-6])
+count = int(sys.argv[-5])
+black_background = sys.argv[-4] == "yes"
+pad_edges_when_eroding = sys.argv[-3] == "yes"
+output_filename = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input_file)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+# Set binary options.
+options_list = ["edm=Overwrite", "iterations=%d" % iterations, "count=%d" % count]
+if black_background:
+    options_list.append("black")
+if pad_edges_when_eroding:
+    options_list.append("pad")
+options = " ".join(options_list)
+IJ.run(input_image_plus_copy, "Options...", options)
+
+# Convert image to binary if necessary.
+if not image_processor_copy.isBinary():
+    # Convert the image to binary grayscale.
+    IJ.run(input_image_plus_copy, "Make Binary", "")
+
+# Run the command.
+IJ.run(input_image_plus_copy, "Distance Map", "")
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, output_filename)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_create_image_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,15 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+title = sys.argv[-6]
+width = int(sys.argv[-5])
+height = int(sys.argv[-4])
+depth = int(sys.argv[-3])
+type = sys.argv[-2].replace("_", " ")
+tmp_image_path = sys.argv[-1]
+
+imp = IJ.newImage(title, type, width, height, depth)
+IJ.save(imp, "%s" % tmp_image_path)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_crop_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,55 @@
+import sys
+
+from ij import IJ
+from ij.plugin import Duplicator
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input_file = sys.argv[-13]
+xleft = int(sys.argv[-12])
+width = int(sys.argv[-11])
+ytop = int(sys.argv[-10])
+height = int(sys.argv[-9])
+first_channel = int(sys.argv[-8])
+last_channel = int(sys.argv[-7])
+first_slice = int(sys.argv[-6])
+last_slice = int(sys.argv[-5])
+first_frame = int(sys.argv[-4])
+last_frame = int(sys.argv[-3])
+output_filename = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input_file)
+
+# Get image dimensions (width, height, nChannels, nSlices, nFrames)
+image_dims = input_image_plus.getDimensions()
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+
+# Determine if crop in XY is needed:
+if xleft != 0 or width != 0 or ytop != 0 or height != 0:
+    # Need to define a ROI
+    if width == 0:
+        width = image_dims[0] - xleft
+    if height == 0:
+        height = image_dims[1] - ytop
+    input_image_plus_copy.setRoi(xleft, ytop, width, height)
+
+# Replace 0's with default:
+if last_channel == 0:
+    last_channel = image_dims[2]
+if last_slice == 0:
+    last_slice = image_dims[3]
+if last_frame == 0:
+    last_frame = image_dims[4]
+print("Original dimensions:")
+print(image_dims)
+# This will also crop in XY is a ROI has been set
+input_image_plus_copy = Duplicator().run(input_image_plus_copy, first_channel, last_channel, first_slice, last_slice, first_frame, last_frame)
+print("Final dimensions:")
+print(input_image_plus_copy.getDimensions())
+
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, output_filename)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_enhance_contrast_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,38 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input = sys.argv[-6]
+equalize_histogram = sys.argv[-5] == "yes"
+saturated_pixels = sys.argv[-4]
+normalize = sys.argv[-3] == "yes"
+tmp_output_path = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+bit_depth = image_processor_copy.getBitDepth()
+
+# Set the options
+options = []
+# If equalize_histogram, saturated_pixels and normalize are ignored.
+if equalize_histogram:
+    options.append("equalize")
+else:
+    if saturated_pixels not in [None, "None"]:
+        # Fiji allows only a single decimal place for this value.
+        options.append("saturated=%.3f" % float(saturated_pixels))
+    # Normalization of RGB images is not supported.
+    if bit_depth != 24 and normalize:
+        options.append("normalize")
+# Run the command.
+options = "%s" % " ".join(options)
+IJ.run(input_image_plus_copy, "Enhance Contrast...", options)
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, tmp_output_path)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_filter.xml	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,145 @@
+<tool id="imagej2_filter" name="Apply filter" version="@TOOL_VERSION@+galaxy@VERSION_SUFFIX@" profile="23.0">
+    <description>with ImageJ2</description>
+    <macros>
+        <import>imagej2_macros.xml</import>
+    </macros>
+    <edam_operations>
+        <edam_operation>operation_3443</edam_operation>
+    </edam_operations>
+    <xrefs>
+        <xref type="bio.tools">imagej</xref>
+        <xref type="biii">imagej2</xref>
+    </xrefs>
+    <expand macro="fiji_requirements"/>
+    <command detect_errors="exit_code"><![CDATA[
+#import os
+#set input_sans_ext = $os.path.splitext($os.path.basename($input.file_name))[0]
+#set input_with_ext = './' + '.'.join([input_sans_ext, $input.ext])
+ln -s '$input.file_name' '$input_with_ext' &&
+#set output_filename = '.'.join(['output', $input.ext])
+touch '$output_filename' &&
+ImageJ --ij2 --headless --debug
+--jython '$__tool_directory__/imagej2_filter_jython_script.py'
+'$input_with_ext'
+'$input.ext'
+'$filter_cond.filter'
+$radius
+#if $filter_cond.filter == 'unsharp_mask':
+    $filter_cond.mask
+#else:
+    'None'
+#end if
+#if $filter_cond.filter == 'top_hat':
+    '$filter_cond.light_background'
+    '$filter_cond.dont_substract'
+#else:
+    'None'
+    'None'
+#end if
+'$output_filename'
+&& mv '$output_filename' '$output';
+]]></command>
+    <inputs>
+        <expand macro="param_input"/>
+        <conditional name="filter_cond">
+            <param name="filter" type="select" label="filter">
+                <option value="gaussian_blur" selected="True">Gaussian Blur</option>
+                <option value="median">Median</option>
+                <option value="mean">Mean</option>
+                <option value="minimum">Minimum</option>
+                <option value="maximum">Maximum</option>
+                <option value="unsharp_mask">Unsharp Mask</option>
+                <option value="variance">Variance</option>
+                <option value="top_hat">Top Hat</option>
+            </param>
+            <when value="gaussian_blur"/>
+            <when value="median"/>
+            <when value="mean"/>
+            <when value="minimum"/>
+            <when value="maximum"/>
+            <when value="variance"/>
+            <when value="unsharp_mask">
+                <param name="mask" type="float" value="0.6" min="0.1" max="0.9" label="Mask Weight"/>
+            </when>
+            <when value="top_hat">
+                <param name="light_background" type="boolean" truevalue="light" falsevalue="" checked="false" label="Light Background" />
+                <param name="dont_substract" type="boolean" truevalue="dont" falsevalue="" checked="false" label="Don't substract (grayscale open)" />
+            </when>
+        </conditional>
+        <param name="radius" type="float" value="2.0" label="Radius / Sigma" help="(in pixels)"/>
+    </inputs>
+    <outputs>
+        <data name="output" format_source="input"/>
+    </outputs>
+    <tests>
+        <test expect_num_outputs="1">
+            <param name="input" value="blobs.gif"/>
+            <param name="radius" value="5.0"/>
+            <conditional name="filter_cond">
+                <param name="filter" value="gaussian_blur"/>
+            </conditional>
+            <output name="output" file="gaussian_blur.gif" compare="image_diff"/>
+        </test>
+        <test expect_num_outputs="1">
+            <param name="input" value="blobs.gif"/>
+            <param name="radius" value="2.5"/>
+            <conditional name="filter_cond">
+                <param name="filter" value="median"/>
+            </conditional>
+            <output name="output" file="median.gif" compare="image_diff"/>
+        </test>
+        <test expect_num_outputs="1">
+            <param name="input" value="blobs.gif"/>
+            <param name="radius" value="5"/>
+            <conditional name="filter_cond">
+                <param name="filter" value="unsharp_mask"/>
+                <param name="mask" value="0.1"/>
+            </conditional>
+            <output name="output" file="unsharp_mask.gif" compare="image_diff"/>
+        </test>
+        <test expect_num_outputs="1">
+            <param name="input" value="blobs.gif"/>
+            <param name="radius" value="7.0"/>
+            <conditional name="filter_cond">
+                <param name="filter" value="top_hat"/>
+                <param name="light_background" value="true"/>
+                <param name="dont_substract" value="true"/>
+            </conditional>
+            <output name="output" file="top_hat.gif" compare="image_diff"/>
+        </test>
+        <test expect_num_outputs="1">
+            <param name="input" value="blobs.gif"/>
+            <param name="radius" value="7.0"/>
+            <conditional name="filter_cond">
+                <param name="filter" value="top_hat"/>
+                <param name="light_background" value="false"/>
+                <param name="dont_substract" value="false"/>
+            </conditional>
+            <output name="output" file="top_hat2.gif" compare="image_diff"/>
+        </test>
+        <test expect_num_outputs="1">
+            <param name="input" value="confocal-series-first-channel.tif"/>
+            <param name="radius" value="2.0"/>
+            <conditional name="filter_cond">
+                <param name="filter" value="gaussian_blur"/>
+            </conditional>
+            <output name="output" file="confocal-series-first-channel_gaussian_blur.tiff" compare="sim_size"/>
+        </test>
+    </tests>
+    <help>
+**What it does**
+
+<![CDATA[
+Apply filters to images.
+
+- **Gaussian Blur...** - This filter uses convolution with a Gaussian function for smoothing. Sigma (Radius) is the radius of decay to exp(-0.5) ~ 61%, i.e. the standard deviation of the Gaussian (this is the same as in Photoshop, but different from ImageJ versions till 1.38q, where a value 2.5 times as much had to be entered). Like all ImageJ convolution operations, it assumes that out-of-image pixels have a value equal to the nearest edge pixel. This gives higher weight to edge pixels than pixels inside the image, and higher weight to corner pixels than non-corner pixels at the edge. Thus, when smoothing with very large blur radius, the output will be dominated by the edge pixels and especially the corner pixels (in the extreme case, with a blur radius of e.g. 1e20, the image will be raplaced by the average of the four corner pixels). For increased speed, except for small blur radii, the lines (rows or columns of the image) are downscaled before convolution and upscaled to their original length thereafter. The faster and more accurate version of Gaussian Blur in ImageJ 1.38r and later was contributed by Michael Schmid.
+- **Median...** - Reduces noise in the active image by replacing each pixel with the median of the neighboring pixel values.
+- **Mean...** - Smooths the current image by replacing each pixel with the neighborhood mean. The size of the neighborhood is specified by entering its radius in a dialog box.
+- **Minimum...** - This filter does grayscale erosion by replacing each pixel in the image with the smallest pixel value in that pixel's neighborhood.
+- **Maximum...** - This filter does grayscale dilation by replacing each pixel in the image with the largest pixel value in that pixel's neighborhood.
+- **Unsharp Mask...** - Sharpens and enhances edges by subtracting a blurred version of the image (the unsharp mask) from the original. The unsharp mask is created by Gaussian blurring the original image and then multiplying by the “Mask Weight” parameter. Increase the Guassian blur radius sigma to increase contrast and increase the “Mask Weight” value for additional edge enhancement (as for Process/Filters/Gaussian Blur, the “Gaussian Radius” entered in imageJ versions till 1.38q was 2.5 times sigma).
+- **Variance...** - Heighlights edges in the image by replacing each pixel with the neighborhood variance.
+]]>
+    </help>
+    <expand macro="fiji_headless_citations"/>
+</tool>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_filter_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,39 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input_file = sys.argv[-8]
+image_datatype = sys.argv[-7]
+filter = sys.argv[-6]
+radius = sys.argv[-5]
+mask = sys.argv[-4]
+light_background = sys.argv[-3]
+dont_substract = sys.argv[-2]
+tmp_output_path = sys.argv[-1]
+
+# Open the input image file.
+image_plus = IJ.openImage(input_file)
+# Create an ImagePlus object for the image.
+image_plus_copy = image_plus.duplicate()
+
+# Perform the analysis on the ImagePlus object.
+try:
+    if filter == "gaussian_blur":
+        IJ.run(image_plus_copy, "Gaussian Blur...", "sigma=%s stack" % radius)
+    elif filter in ["median", "mean", "minimum", "maximum", "variance"]:
+        IJ.run(image_plus_copy, "%s..." % filter.title(), "radius=%s stack" % radius)
+    elif filter == "unsharp_mask":
+        IJ.run(image_plus_copy, "Unsharp Mask...", "radius=%s mask=%s stack" % (radius, mask))
+    elif filter == "top_hat":
+        print("radius=%s %s %s" % (radius, light_background, dont_substract.replace('dont', "don't")))
+        IJ.run(image_plus_copy, "Top Hat...", "radius=%s %s %s stack" % (radius, light_background, dont_substract.replace('dont', "don't")))
+except Exception as e:
+    # This is due to some operations like gaussian_blur which block the script
+    print(e)
+    exit(1)
+# Save the ImagePlus object as a new image.
+IJ.saveAs(image_plus_copy, image_datatype, tmp_output_path)
+# This is due to some operations like gaussian_blur which block the script
+exit(0)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_find_edges_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,21 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input = sys.argv[-3]
+tmp_output_path = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+# Run the command.
+IJ.run(input_image_plus_copy, "Find Edges", "")
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, tmp_output_path)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_find_maxima_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,91 @@
+import sys
+
+from ij import IJ, ImagePlus
+from ij.plugin.filter import Analyzer, MaximumFinder
+from ij.process import ImageProcessor
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input_file = sys.argv[-9]
+scale_when_converting = sys.argv[-8] == "yes"
+weighted_rgb_conversions = sys.argv[-7] == "yes"
+noise_tolerance = int(sys.argv[-6])
+output_type = sys.argv[-5]
+exclude_edge_maxima = sys.argv[-4] == "yes"
+light_background = sys.argv[-3]
+tmp_output_path = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input_file)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+bit_depth = image_processor_copy.getBitDepth()
+analyzer = Analyzer(input_image_plus_copy)
+
+# Set the conversion options.
+options = []
+# The following 2 options are applicable only to RGB images.
+if bit_depth == 24:
+    if scale_when_converting:
+        options.append("scale")
+    if weighted_rgb_conversions:
+        options.append("weighted")
+# Perform conversion - must happen even if no options are set.
+IJ.run(input_image_plus_copy, "Conversions...", " %s" % " ".join(options))
+if output_type in ["List", "Count"]:
+    # W're  generating a tabular file for the output.
+    # Set the Find Maxima options.
+    options = ["noise=%d" % noise_tolerance]
+    if output_type.find("_") > 0:
+        output_type_str = "output=[%s]" % output_type.replace("_", " ")
+    else:
+        output_type_str = "output=%s" % output_type
+    options.append(output_type_str)
+    if exclude_edge_maxima:
+        options.append("exclude")
+    if light_background:
+        options.append("light")
+    # Run the command.
+    IJ.run(input_image_plus_copy, "Find Maxima...", "%s" % " ".join(options))
+    results_table = analyzer.getResultsTable()
+    results_table.saveAs(tmp_output_path)
+else:
+    # Find the maxima of an image (does not find minima).
+    # LIMITATIONS: With output_type=Segmented_Particles
+    # (watershed segmentation), some segmentation lines
+    # may be improperly placed if local maxima are suppressed
+    # by the tolerance.
+    mf = MaximumFinder()
+    if output_type == "Single_Points":
+        output_type_param = mf.SINGLE_POINTS
+    elif output_type == "Maxima_Within_Tolerance":
+        output_type_param = mf.IN_TOLERANCE
+    elif output_type == "Segmented_Particles":
+        output_type_param = mf.SEGMENTED
+    elif output_type == "List":
+        output_type_param = mf.LIST
+    elif output_type == "Count":
+        output_type_param = mf.COUNT
+    # Get a new byteProcessor with a normal (uninverted) LUT where
+    # the marked points are set to 255 (Background 0). Pixels outside
+    # of the roi of the input image_processor_copy are not set. No
+    # output image is created for output types POINT_SELECTION, LIST
+    # and COUNT.  In these cases findMaxima returns null.
+    byte_processor = mf.findMaxima(
+        image_processor_copy,
+        noise_tolerance,
+        ImageProcessor.NO_THRESHOLD,
+        output_type_param,
+        exclude_edge_maxima,
+        False,
+    )
+    # Invert the image or ROI.
+    byte_processor.invert()
+    if output_type == "Segmented_Particles" and not light_background:
+        # Invert the values in this image's LUT (indexed color model).
+        byte_processor.invertLut()
+    image_plus = ImagePlus("output", byte_processor)
+    IJ.saveAs(image_plus, output_datatype, tmp_output_path)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_macros.xml	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,124 @@
+<macros>
+    <token name="@TOOL_VERSION@">20240614</token>
+    <token name="@VERSION_SUFFIX@">0</token>
+    <xml name="fiji_requirements">
+        <requirements>
+            <requirement type="package" version="@TOOL_VERSION@">fiji</requirement>
+            <requirement type="package" version="3.11">grep</requirement>
+        </requirements>
+    </xml>
+    <xml name="image_type">
+        <param name="image_type" type="select" label="Image type">
+            <option value="8-bit_white" selected="true">8-bit white</option>
+            <option value="8-bit_black">8-bit black</option>
+            <option value="8-bit_random">8-bit random</option>
+            <option value="8-bit_ramp">8-bit ramp</option>
+            <option value="16-bit_white">16-bit white</option>
+            <option value="16-bit_black">16-bit black</option>
+            <option value="16-bit_random">16-bit random</option>
+            <option value="16-bit_ramp">16-bit ramp</option>
+            <option value="32-bit_white">32-bit white</option>
+            <option value="32-bit_black">32-bit black</option>
+            <option value="32-bit_random">32-bit random</option>
+            <option value="32-bit_ramp">32-bit ramp</option>
+            <option value="RGB_white">RGB white</option>
+            <option value="RGB_black">RGB black</option>
+            <option value="RGB_random">RGB random</option>
+            <option value="RGB_ramp">RGB ramp</option>
+        </param>
+    </xml>
+    <xml name="make_binary_params">
+        <param name="iterations" type="integer" value="1" min="1" max="100" label="Iterations" help="The number of times (1-100) erosion, dilation, opening, and closing are performed."/>
+        <param name="count" type="integer" value="1" min="1" max="8" label="Count" help="The number of adjacent background pixels necessary (1-8) for erosion or dilation."/>
+        <param name="black_background" type="select" label="Black background" help="If Yes, the background is black and the foreground is white (no implies the opposite).">
+            <option value="no" selected="true">No</option>
+            <option value="yes">Yes</option>
+        </param>
+        <param name="pad_edges_when_eroding" type="select" label="Pad edges when eroding" help="If Yes, eroding does not erode from the edges of the image.">
+            <option value="no" selected="true">No</option>
+            <option value="yes">Yes</option>
+        </param>
+    </xml>
+    <xml name="black_background_param">
+        <param name="black_background" type="select" label="Black background" help="If Yes, the background is black and the foreground is white (no implies the opposite).">
+            <option value="no" selected="true">No</option>
+            <option value="yes">Yes</option>
+        </param>
+    </xml>
+    <xml name="param_input">
+        <param format="bmp,eps,gif,jpg,pcx,pgm,png,psd,tiff" name="input" type="data" label="Select image"/>
+    </xml>
+    <xml name="param_source_image">
+        <param format="bmp,eps,gif,jpg,pcx,pgm,png,psd,tiff" name="source_image" type="data" label="Source image"/>
+    </xml>
+    <xml name="param_source_mask">
+        <param format="bmp,eps,gif,jpg,pcx,pgm,png,psd,tiff" name="source_mask" type="data" label="Source mask"/>
+    </xml>
+    <xml name="param_target_image">
+        <param format="bmp,eps,gif,jpg,pcx,pgm,png,psd,tiff" name="target_image" type="data" label="Target image"/>
+    </xml>
+    <xml name="param_target_mask">
+        <param format="bmp,eps,gif,jpg,pcx,pgm,png,psd,tiff" name="target_mask" type="data" label="Target mask"/>
+    </xml>
+    <xml name="test_bunwarpj_raw_transform">
+        <param name="target_image" value="dotblot.jpg"/>
+        <param name="source_image" value="blobs.gif"/>
+        <param name="target_raw_transformation" value="target_raw_transformation.txt"/>
+        <param name="source_raw_transformation" value="source_raw_transformation.txt"/>
+    </xml>
+    <xml name="test_target_source_images">
+        <param name="target_image" value="dotblot.jpg"/>
+        <param name="source_image" value="blobs.gif"/>
+    </xml>
+    <token name="@make_binary_args@">
+        --iterations $iterations
+        --count $count
+        --black_background $black_background
+        --pad_edges_when_eroding $pad_edges_when_eroding
+    </token>
+    <token name="@requires_binary_input@">
+.. class:: warningmark
+
+This tool works on binary images, so other image types will automatically be converted to binary
+before they are analyzed.  This step is performed using the ImageJ2 **Make Binary** command with
+the following settings: **Iterations:** 1, **Count:** 1, **Pad edges when eroding:** No.  The tool
+allows you to choose the **Black background** setting.  If these settings are not appropriate,
+first manually convert the image to binary using the **Convert to binary (black and white)**
+tool, which allows you to change them.
+    </token>
+    <xml name="image_datatypes">
+        <option value="bmp">bmp</option>
+        <option value="gif">gif</option>
+        <option value="jpg">jpg</option>
+        <option value="png" selected="true">png</option>
+        <option value="tiff">tiff</option>
+    </xml>
+    <xml name="bunwarpj_citations">
+        <citations>
+            <citation type="bibtex">
+                @InProceedings(Arganda-Carreras2006,
+                    author =     "Ignacio Arganda-Carreras and
+                                        Carlos Oscar S{\'a}nchez Sorzano and
+                                        Roberto Marabini and
+                                        Jos{\'e} Mar\'{\i}a Carazo and
+                                        Carlos Ortiz-de-Solorzano and
+                                        Jan Kybic",
+                    title =          "Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization",    
+                    publisher =  "Springer Berlin / Heidelberg",    
+                    booktitle =   "Computer Vision Approaches to Medical Image Analysis",
+                    series =       "Lecture Notes in Computer Science",
+                    year =          "2006",
+                    volume =      "4241",
+                    pages =       "85-95",
+                    month =       "May",
+                    city =            "Graz, Austria")
+            </citation>
+            <citation type="doi">10.1038/nmeth.2019</citation>
+        </citations>
+    </xml>
+    <xml name="fiji_headless_citations">
+        <citations>
+            <citation type="doi">10.1038/nmeth.2102</citation>
+        </citations>
+    </xml>
+</macros>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_make_binary_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,35 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input = sys.argv[-7]
+iterations = int(sys.argv[-6])
+count = int(sys.argv[-5])
+black_background = sys.argv[-4] == "yes"
+pad_edges_when_eroding = sys.argv[-3] == "yes"
+tmp_output_path = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+# Set binary options.
+options = ["edm=Overwrite", "iterations=%d" % iterations, "count=%d" % count]
+if pad_edges_when_eroding:
+    options.append("pad")
+if black_background:
+    options.append("black")
+options = " ".join(options)
+IJ.run(input_image_plus_copy, "Options...", options)
+
+# Run the command.
+IJ.run(input_image_plus_copy, "Make Binary", "")
+
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, tmp_output_path)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_math_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,82 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.\
+input_file = sys.argv[-7]
+operation = sys.argv[-6]
+expression = sys.argv[-5]
+if sys.argv[-4] in [None, "None"]:
+    bin_constant = None
+else:
+    bin_constant = int(sys.argv[-4])
+if sys.argv[-3] in [None, "None"]:
+    float_constant = None
+else:
+    float_constant = float(sys.argv[-3])
+tmp_output_path = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+print("\ninput_file: %s\n" % str(input_file))
+print("\noperation: %s\n" % str(operation))
+print("\nexpression: %s\n" % str(expression))
+print("\nbin_constant: %s\n" % str(bin_constant))
+print("\nfloat_constant: %s\n" % str(float_constant))
+print("\ntmp_output_path: %s\n" % str(tmp_output_path))
+print("\noutput_datatype: %s\n" % str(output_datatype))
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input_file)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+bit_depth = image_processor_copy.getBitDepth()
+
+if operation.find("_") > 0:
+    # Square_Root.
+    new_operation = operation.replace("_", " ")
+elif operation in ["Square", "Log", "Exp", "Abs", "Reciprocal"]:
+    # Unfortunately some ImageJ commands require a "..." ending
+    # while others do not.  There seems to be no pattern.
+    new_operation = "%s" % operation
+else:
+    new_operation = "%s..." % operation
+
+if operation == "Macro":
+    # Apply the macro code to the image via a call to it's
+    # ImageProcessor since this option does not work using
+    # the IJ.run() method.
+    new_expression = expression.lstrip('"').rstrip('"')
+    options = "code=%s" % new_expression
+    image_processor_copy.applyMacro(new_expression)
+elif operation == "Min":
+    # Min does not work without using the ImageProcessor.
+    image_processor_copy.min(float_constant)
+elif operation == "Max":
+    # Max does not work without using the ImageProcessor.
+    image_processor_copy.max(float_constant)
+elif operation == "Abs":
+    if bit_depth not in [16, 32]:
+        # Convert the image to 32-bit.
+        IJ.run(input_image_plus_copy, "32-bit", "")
+        IJ.run(input_image_plus_copy, new_operation, "")
+elif operation == "Reciprocal":
+    if bit_depth != 32:
+        # Convert the image to 32 bit.
+        IJ.run(input_image_plus_copy, "32-bit", "")
+        IJ.run(input_image_plus_copy, new_operation, "")
+else:
+    if operation in ["AND", "OR", "XOR"]:
+        # Value is a binary number.
+        options = "value=%d" % bin_constant
+    elif operation in ["Log", "Exp", "Square", "Square_Root"]:
+        # No constant value.
+        options = ""
+    else:
+        # Value is a floating point number.
+        options = "value=%.3f" % float_constant
+    IJ.run(input_image_plus_copy, "%s" % new_operation, "%s" % options)
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, tmp_output_path)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_noise_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,56 @@
+import sys
+
+from ij import IJ, ImagePlus
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input_file = sys.argv[-8]
+image_datatype = sys.argv[-7]
+noise = sys.argv[-6]
+standard_deviation = sys.argv[-5]
+radius = sys.argv[-4]
+threshold = sys.argv[-3]
+which_outliers = sys.argv[-2]
+tmp_output_path = sys.argv[-1]
+
+# Open the input image file.
+image_plus = IJ.openImage(input_file)
+image_type = image_plus.getType()
+is32BITS_GREY = image_type == ImagePlus.GRAY32
+# Create an ImagePlus object for the image.
+image_plus_copy = image_plus.duplicate()
+
+# Perform the analysis on the ImagePlus object.
+try:
+    if noise == "add_noise":
+        IJ.run(image_plus_copy, "Add Noise", "")
+    elif noise == "add_specified_noise":
+        IJ.run(image_plus_copy, "Add Specified Noise...", "standard=%s" % standard_deviation)
+    elif noise == "salt_and_pepper":
+        IJ.run(image_plus_copy, "Salt and Pepper", "")
+    elif noise == "despeckle":
+        IJ.run(image_plus_copy, "Despeckle", "")
+    elif noise == "remove_outliers":
+        IJ.run(
+            image_plus_copy,
+            "Remove Outliers...",
+            "radius=%s threshold=%s which=%s" % (radius, threshold, which_outliers)
+        )
+    elif noise == "remove_nans":
+        if is32BITS_GREY:
+            IJ.run(image_plus_copy, "Remove NaNs...", "")
+        else:
+            raise Exception("Remove NaNs can only be applied to 32bits grey images.")
+    elif noise == "rof_denoise":
+        if is32BITS_GREY:
+            IJ.run(image_plus_copy, "ROF Denoise", "")
+        else:
+            raise Exception("ROF Denoise can only be applied to 32bits grey images.")
+except Exception as e:
+    # This is due to some operations like remove_outliers and despeckle which block the script
+    print(e)
+    exit(1)
+# Save the ImagePlus object as a new image.
+IJ.saveAs(image_plus_copy, image_datatype, tmp_output_path)
+# This is due to some operations like remove_outliers and despeckle which block the script
+exit(0)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_shadows_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,22 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input_file = sys.argv[-4]
+direction = sys.argv[-3]
+tmp_output_path = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input_file)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+# Run the command.
+IJ.run(input_image_plus_copy, direction, "")
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, tmp_output_path)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_sharpen_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,21 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input_file = sys.argv[-3]
+tmp_output_path = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input_file)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+# Run the command.
+IJ.run(input_image_plus_copy, "Sharpen", "")
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, tmp_output_path)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_skeletonize3d_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,35 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input_file = sys.argv[-4]
+black_background = sys.argv[-3] == "yes"
+tmp_output_path = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input_file)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+# Set binary options.
+options = ["edm=Overwrite", "iterations=1", "count=1"]
+if black_background:
+    options.append("black")
+options = " ".join(options)
+IJ.run(input_image_plus_copy, "Options...", options)
+
+# Convert image to binary if necessary.
+if not image_processor_copy.isBinary():
+    # Convert the image to binary grayscale.
+    IJ.run(input_image_plus_copy, "Make Binary", "")
+
+# Run the command.
+IJ.run(input_image_plus_copy, "Skeletonize (2D/3D)", "")
+
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, tmp_output_path)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_smooth_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,21 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input = sys.argv[-3]
+tmp_output_path = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+# Run the command.
+IJ.run(input_image_plus_copy, "Smooth", "")
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, tmp_output_path)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_watershed_binary_jython_script.py	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,35 @@
+import sys
+
+from ij import IJ
+
+# Fiji Jython interpreter implements Python 2.5 which does not
+# provide support for argparse.
+input = sys.argv[-4]
+black_background = sys.argv[-3] == "yes"
+tmp_output_path = sys.argv[-2]
+output_datatype = sys.argv[-1]
+
+# Open the input image file.
+input_image_plus = IJ.openImage(input)
+
+# Create a copy of the image.
+input_image_plus_copy = input_image_plus.duplicate()
+image_processor_copy = input_image_plus_copy.getProcessor()
+
+# Set binary options.
+options = ["edm=Overwrite", "iterations=1", "count=1"]
+if black_background:
+    options.append("black")
+options = " ".join(options)
+IJ.run(input_image_plus_copy, "Options...", options)
+
+# Convert image to binary if necessary.
+if not image_processor_copy.isBinary():
+    # Convert the image to binary grayscale.
+    IJ.run(input_image_plus_copy, "Make Binary", "")
+
+# Run the command.
+IJ.run(input_image_plus_copy, "Watershed", "stack")
+
+# Save the ImagePlus object as a new image.
+IJ.saveAs(input_image_plus_copy, output_datatype, tmp_output_path)
Binary file jython_utils$py.class has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/readme.md	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,120 @@
+Galaxy wrappers for ImageJ2 tools
+==================================
+
+ImageJ2 is a new version of ImageJ for the next generation of multidimensional image data, with a focus on scientific imaging. Its central goal is to broaden the paradigm of ImageJ beyond the limitations of ImageJ 1.x, to support the next generation of multidimensional scientific imaging.
+
+Fiji is an image processing package. It can be described as a "batteries-included" distribution of ImageJ (and ImageJ2), bundling Java, Java3D and a lot of plugins organized into a coherent menu structure. Fiji compares to ImageJ as Ubuntu compares to Linux.
+
+More informations is available at:
+
+* [http://fiji.sc/ImageJ2](http://fiji.sc/ImageJ2)
+* [http://fiji.sc/Fiji](http://fiji.sc/Fiji)
+
+
+Installation
+============
+
+Galaxy tool wrappers use specified Fiji Lifeline versions available from [http://fiji.sc/Downloads](http://fiji.sc/Downloads).  Galaxy should be able to automatically install this package.
+
+The wrappers are available at [https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2](https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2).
+
+
+Use Docker
+==========
+
+A docker image that installs Galaxy with these imaging tools is available at [https://github.com/bgruening/galaxy-imaging](https://github.com/bgruening/galaxy-imaging).
+
+
+Using Fiji with Galaxy tools
+============================
+
+Galaxy ImageJ2 tool wrappers generate a command line that calls a Python script, passing it a series of arguments including a Jython script named jython_script.py that resides in the same directory as the tool wrapper.  During tool execution, the Python script will call ImageJ2 with the --headless argument to run without the ImageJ2 GUI.  The Jython script is also passed to ImageJ2 along with all command line arguments that it expects.  ImageJ2 will execute the Jython script, passing the expected arguments.  The command line to run ImageJ2 from a Galaxy tool wrapper looks something like this:
+
+`ImageJ2 --ij2 --headless --jython ~jython_script.py arg1, arg2, ...`
+
+Each tool execution starts the ImageJ2 application within a Java virtual machine (JVM).  When ImageJ2 is finished processing the Jython script, the results are either written to a file or returned to the calling Galaxy process.  The JVM is shut down, and the Galaxy job terminates.  This approach provides the ability to run ImageJ2 tools from Galaxy on any supported HPC environment.
+
+Of course, eliminating the ImageJ2 GUI restricts us to wrapping only those ImageJ2 plugins that do not require any GUI components (i.e., the ImageJ2 window manager).  Plugins are written by an open community, so not all of them are written in such a way that they can be executed from the command line and produce useful results.  For example, some plugins create one or more images that can only be accessed via calls to the ImageJ2 window manager, and running in headless mode eliminates the window manager as well as other GUI components.
+
+Those familiar with ImageJ2 will find differences with this general pattern for executing ImageJ2 tools within Galaxy.  ImageJ2 accounts for user defined global preferences which are available to tools throughout the session, and an image can be uploaded and run through any number of available tools, saving only the final image.  While Galaxy currently does not account for user preferences defined in ImageJ2, enhancements to the Galaxy framework are planned that will accomodate these kinds of settings (e.g., binary image options).  Also, since Galaxy initiates a new ImageJ2 session with each tool execution, initial images are uploaded to ImageJ2 and resulting images are saved for each tool execution.
+
+The Galaxy ImageJ2 tools currently fall into the following categories.  Additional tools will be added at a steady pace.
+
+Working with Pixels
+===================
+These Galaxy tools wrap the ImageJ2 plugins that are available in the ImageJ2 Process → Math menu.
+
+* **Operate on pixels** - Applies a mathematical expression (add, subtract, multiply, etc.) to each pixel in the image.  When the resulting pixel value overflows/underflows the legal range of the image's data type, the value is reset to the maximum/minimum value.
+
+Filters and Effects
+===================
+These Galaxy tools wrap the ImageJ2 plugins that are available in the ImageJ2 Process menu.
+
+* **Smooth** - Blurs the image by replacing each pixel with the average of its 3x3 neighborhood.
+* **Sharpen** - Increases contrast and accentuates detail in the image, but may also accentuate noise.
+* **Find Edges** - Uses a Sobel edge detector to highlight sharp changes in intensity in the active image.
+* **Add shadow effect** - Produces a shadow effect, with light appearing to come from the selected direction (East, North, Northeast, Northwest, South, Southeast, Southwest and West).
+* **Find Maxima** - Determines the local maxima in an image and creates a binary (mask-like) image of the same size with the maxima (or one segmented particle per maximum) marked.
+* **Enhance contrast** - Enhances image contrast by using either normalization (contrast stretching) or histogram equalization.
+* **Add or remove noise** - Adds specified noise to or removes noise from images.
+
+Binary Image Tools
+==================
+These Galaxy tools wrap the ImageJ2 plugins that are available in the ImageJ2 Process → Binary menu.
+
+* **Convert to binary** - Converts an image into a binary (black and white) image.
+* **Adjust threshold** - Sets lower and upper threshold values, segmenting grayscale images into
+features of interest and background.
+* **Watershed segmentation** - Automatically separates or cuts apart particles that touch.
+* **Analyze particles** - Analyzes the particles in a segmented binary image, providing information about
+each particle in the image.
+* **Skeletonize images** - Uses the Skeletonize3D plugin to find the centerlines (”skeleton”) of objects in the input image.  Skeletonize3d is a plugin written by Ignacio Arganda-Carreras that offers several advantages over the legacy skeletonization algorithm of ImageJ available in the Process → Binary → Skeletonize menu item.  Skeletonize works only with binary 2D images.  Skeletonize3D works with 8-bit 2D images and stacks, expecting the image to be binary. If not, Skeletonize3D considers all pixel values above 0 to be white (255).  While Skeletonize↑ relies on Black background value, the output of Skeletonize3D always has a value of 255 at the skeleton and 0 at background pixels, independently of the Black background option.
+* **Analyze skeleton** - Tags all pixel/voxels in a skeleton image and then counts all its junctions,
+triple and quadruple points and branches, and measures their average and maximum length.
+* **Convert binary image to EDM** - Converts a binary image into a 8-bit grayscale Euclidean Distance Map (EDM). Each foreground (nonzero) pixel in the binary image is assigned a value equal to its distance from the nearest background (zero) pixel.
+
+**Interpreting binary Images in ImageJ2**
+
+Binary images are thresholded to only two values, typically 0 and 1, but often — as with ImageJ — 0 and 255, that represent black and white on an 8-bit scale.
+
+The interpretation of binary images is not universal. While some software packages will always perform binary operations on 255 values (or 1, or any non-zero value), ImageJ takes into account the foreground and background colors of the binary image.
+
+In ImageJ, the **Black background** global preference setting defines not only how new binary images will be created, but also how previously created images are interpreted. This means objects will be inferred on a image-per-image basis.  As such, inverting the LUT (i.e., pixels with a value of zero are white and pixels with a value 255 are black) of a binary image without updating the black background option may lead to unexpected results.  This issue can currently be avoided by properly selecting the **Black background** option available on all Galaxy binary image tools.
+
+BunwarpJ Plugin Tools
+=====================
+These Galaxy tools wrap the bUnwarpJ plugin [http://fiji.sc/BUnwarpJ](http://fiji.sc/BUnwarpJ).
+
+* **Adapt an elastic transformation** - Adapts an elastic transformation to a new image size by transforming the
+coefficients of a specified elastic transformation according to a real image factor.
+* **Align two images** - Performs a simultaneous registration of two images, A and B. Image A is elastically deformed
+in order to look as similar as possible to image B, and, at the same time, the "inverse"
+transformation (from B to A) is also calculated so a pseudo-invertibility of the final deformation
+could be guaranteed.  Two images are produced: the deformed versions of A and B images.
+* **Compare opposite elastic deformations** - Calculates the warping index of two opposite elast transformations, i.e. the average of the geometrical distance between every pixel and its version after applying both transformations (direct and inverse).
+* **Compare elastic and raw deformation** - Calculates the warping index of an elastic transformation and a raw transformation.
+* **Compare two raw deformations** - Calculates the warping index of two raw transformations (same direction).
+* **Compose two elastic transformations** - Composes two elastic transformations into a raw transformation.
+* **Compose two raw transformations** - Composes two raw transformations into another raw transformation.
+* **Compose a raw and an elastic transformation** - Composes a raw transformation and an elastic transformation
+into a raw transformation.
+* **Convert elastic transformation to raw** - Converts an elastic (i.e., B-spline ) transformation file into a raw transformation file.
+* **Apply elastic transformation** - Applies an elastic transformation to an image, producing another image which is elastically
+deformed according to the transformation.
+* **Apply raw transformation** - Applies a raw transformation to an image, producing another image which is deformed according
+to the transformation.
+
+Other Tools
+===========
+* **Create new image** - Creates a new image of a selected type, size, depth and format.
+* **Convert image format** - Converts the format of an input image file, producing an output image.
+
+Licence
+=======
+
+Fiji is released as open source under the GNU General Public License: [http://www.gnu.org/licenses/gpl.html](http://www.gnu.org/licenses/gpl.html)
+
+Fiji builds on top of the ImageJ2 core, which is licensed under the permissive BSD 2-Clause license: [http://opensource.org/licenses/BSD-2-Clause](http://opensource.org/licenses/BSD-2-Clause)
+
+Plugins and other components have their own licenses.
+
Binary file static/images/bunwarpj_scheme.png has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/adapted_transformation.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+   -71.22261496228916  -0.35442767924191093     70.55477101478836    141.48046330114607    212.39813136117553    283.36374640208885    354.43327963109795 
+   -71.28352256238495   -37.226230944094716     76.34084941944606    160.02208968373813       273.55343187174    254.79291915021662     354.2799811586804 
+    -71.2426429370489    -32.71748193741429     177.9000599691838    128.29850224500663    140.92089517714993    258.80790676143397    354.12912297861186 
+   -71.16592771634139   -5.2361603551610765     200.1952417342254    250.67440518610016     175.9632721236523     269.8182348834141    354.05647262505533 
+   -71.11932853032275   -11.878550966054844    225.55781625788134    230.48529336480044     258.5284090366016     303.9164005876728    354.13779763217406 
+   -71.08970622730098    20.302646615516533     74.38994929885534    150.94855292599084    233.92703879457446    303.27842533983653     354.2944484209131 
+   -71.06392165558401   -0.1475022444872089     70.71553999200232    141.56589696490104    212.44426058522552     283.3913227639922    354.44777541221777 
+
+Y Coeffs -----------------------------------
+                -71.0    -70.97352968109173    -70.89411872436696    -70.84117808655046    -70.89411872436696    -70.97352968109173                 -71.0 
+                  0.0    0.0397054783623835    14.202191039012094    119.43281261970162     -64.7898912338142    -78.07610697398358                   0.0 
+                 71.0     41.99965358343721    48.801650399807585     -4.96831542657184     65.92550026202618    52.529005249001116                  71.0 
+                142.0     42.71037318260199    -10.45958071265268     137.6637735153788    13.689619340755756    126.62467245361297     142.0004344305075 
+   212.99999999999997    214.58667057999367    290.49952942694233    211.47733987307876    213.00310018836666     242.7605654138609    213.00173772203004 
+                284.0     284.0005109248762     324.2670965032303    296.04807329727873    307.46661221661003     309.9351077964876    284.00260658304506 
+   354.99999999999994     355.0003406165841    355.00136246633656     355.0024781300123    353.49851662901756     355.0029471996293       355.00173772203 
Binary file test-data/add_specified_noise.gif has changed
Binary file test-data/analyze_particles_bareoutlines.gif has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/analyze_particles_nothing.tabular	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,64 @@
+ 	Area	Mean	Min	Max
+1	136	255	255	255
+2	60	255	255	255
+3	206	255	255	255
+4	139	255	255	255
+5	152	255	255	255
+6	86	255	255	255
+7	72	255	255	255
+8	25	255	255	255
+9	85	255	255	255
+10	9	255	255	255
+11	157	255	255	255
+12	207	255	255	255
+13	29	255	255	255
+14	73	255	255	255
+15	143	255	255	255
+16	125	255	255	255
+17	159	255	255	255
+18	133	255	255	255
+19	85	255	255	255
+20	109	255	255	255
+21	51	255	255	255
+22	133	255	255	255
+23	133	255	255	255
+24	81	255	255	255
+25	162	255	255	255
+26	88	255	255	255
+27	212	255	255	255
+28	55	255	255	255
+29	116	255	255	255
+30	172	255	255	255
+31	191	255	255	255
+32	4	255	255	255
+33	60	255	255	255
+34	198	255	255	255
+35	187	255	255	255
+36	7	255	255	255
+37	85	255	255	255
+38	75	255	255	255
+39	283	255	255	255
+40	151	255	255	255
+41	52	255	255	255
+42	122	255	255	255
+43	129	255	255	255
+44	77	255	255	255
+45	117	255	255	255
+46	207	255	255	255
+47	119	255	255	255
+48	181	255	255	255
+49	22	255	255	255
+50	49	255	255	255
+51	150	255	255	255
+52	191	255	255	255
+53	170	255	255	255
+54	64	255	255	255
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Binary file test-data/analyze_particles_outlines.gif has changed
Binary file test-data/analyze_particles_overlaymasks.gif has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
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+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	1	2.414	0	0	2.414
+1	0	2	0	6	8.243	0	0	8.243
+1	0	2	0	7	9.243	0	0	9.243
+1	0	2	0	0	1.414	0	0	1.414
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	1	2.000	0	0	2.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	3	4.414	0	0	4.414
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	3	4.414	0	0	4.414
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	8	9.000	0	0	9.000
+1	0	2	0	1	2.828	0	0	2.828
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	15	17.243	0	0	17.243
+1	0	2	0	2	3.828	0	0	3.828
+1	0	2	0	2	3.828	0	0	3.828
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	11	14.485	0	0	14.485
+1	0	2	0	9	10.828	0	0	10.828
+1	0	2	0	8	9.828	0	0	9.828
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	2	4.243	0	0	4.243
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	7	10.071	0	0	10.071
+1	0	2	0	7	8.414	0	0	8.414
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	6	7.414	0	0	7.414
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	4	5.414	0	0	5.414
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	8	11.071	0	0	11.071
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	3	4.828	0	0	4.828
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	4	5.828	0	0	5.828
+1	0	2	0	0	1.414	0	0	1.414
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	5	7.243	0	0	7.243
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	4	5.000	0	0	5.000
+1	0	2	0	2	3.000	0	0	3.000
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	3	4.000	0	0	4.000
Binary file test-data/blobs.gif has changed
Binary file test-data/blobs_black_edm.gif has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/blobs_count.tabular	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,2 @@
+ 	Count
+1	112
Binary file test-data/blobs_crop_top50.gif has changed
Binary file test-data/blobs_crop_width50.gif has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/blobs_direct_transf.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+   -34.14981674286569     3.144052189417975     44.74398427283767     72.62900018057132     111.3348086331012    134.27021754923854    171.74048996962574 
+  -46.475609806523806    -28.37507243951631     71.19906566193379     30.10778479539863    122.71885776990422     109.9563576074076    171.94005579124322 
+   -57.04494430952696    1.8032931596380026    61.404945193416715     42.75919945626539     148.2715738833391    126.39195563069309     116.8758739961032 
+   -26.50696765072751    24.133275156317662     45.18779137671111     49.91727740928712     130.5425749032711    160.35055773949284     186.2385413131219 
+    30.36695633747302    -3.333376652604397    35.957597759623795      86.8060703274396     102.5208634329241      126.298277744805     243.1342175649626 
+   -2.831201175463878    -4.836159041803193    36.263197544298954     77.65977608215381     98.47306066697166    149.98143182373533    193.72941653859635 
+   -33.88117649278133    7.9003473752729985    41.603347919804314     72.11109321021485    111.05849721622616    148.16049042863358    181.51669289966162 
+
+Y Coeffs -----------------------------------
+   -32.99874935645494   -10.853014366833959    -18.11337422707787    120.45933796140201   -11.717505555260894    -42.65980408275417    -41.34878020779432 
+   11.306632136922623     42.01572254879719   -18.137465736571315     41.67904406737918       -9.059457409112    -63.14804168936847    -7.646807909694754 
+   20.638424092275454    35.302620259132304    1.8587715711200654     2.065183621887666     13.47064662534885     8.966817348422527     65.74329336525717 
+    79.92027086396175    117.61262084713007      78.2409336472003     102.3526144171297     97.29273111510625     48.80095761073018     89.32772899111102 
+    121.0699654326738    114.38154300759474     23.57251043213103    101.87328690674049    115.94282218472065    106.18526585145909    111.14979545782822 
+   140.58687592247674    130.54971240393465    177.05271414686374    150.48052118800214    150.41722526235608     156.3116913517668    146.21075369002716 
+   175.51191703543347     174.9228152249439    173.31675176966468    181.87538254503764    170.81399893021742    186.14994867024973    185.85560874061068 
Binary file test-data/blobs_edm.gif has changed
Binary file test-data/blobs_equalize.gif has changed
Binary file test-data/blobs_find_edges.gif has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/blobs_list.tabular	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,113 @@
+ 	X	Y
+1	95	8
+2	107	24
+3	10	25
+4	34	16
+5	2	20
+6	118	11
+7	19	10
+8	132	0
+9	124	143
+10	130	139
+11	142	126
+12	140	108
+13	125	99
+14	133	80
+15	30	65
+16	46	52
+17	42	41
+18	116	34
+19	24	36
+20	136	33
+21	50	29
+22	86	29
+23	125	23
+24	143	23
+25	71	10
+26	39	8
+27	105	5
+28	5	3
+29	23	0
+30	2	0
+31	114	141
+32	31	140
+33	112	136
+34	20	133
+35	125	122
+36	28	116
+37	110	109
+38	54	105
+39	15	101
+40	142	95
+41	96	93
+42	4	88
+43	112	91
+44	86	91
+45	58	90
+46	42	90
+47	76	77
+48	102	84
+49	44	81
+50	29	75
+51	41	73
+52	57	73
+53	0	72
+54	118	66
+55	44	68
+56	16	60
+57	67	64
+58	125	63
+59	85	63
+60	108	62
+61	88	49
+62	122	47
+63	97	48
+64	64	43
+65	143	47
+66	28	44
+67	85	46
+68	1	44
+69	14	42
+70	127	40
+71	63	36
+72	93	28
+73	60	28
+74	23	26
+75	73	23
+76	62	24
+77	142	18
+78	49	15
+79	77	3
+80	101	1
+81	95	1
+82	95	140
+83	83	138
+84	69	139
+85	68	126
+86	6	133
+87	70	135
+88	52	135
+89	90	124
+90	88	116
+91	1	114
+92	51	112
+93	8	113
+94	83	112
+95	62	109
+96	31	105
+97	81	99
+98	33	99
+99	31	92
+100	59	85
+101	51	70
+102	79	57
+103	109	54
+104	112	50
+105	104	48
+106	12	48
+107	94	64
+108	43	24
+109	98	22
+110	67	78
+111	143	7
+112	143	0
Binary file test-data/blobs_log.gif has changed
Binary file test-data/blobs_macro.gif has changed
Binary file test-data/blobs_min.gif has changed
Binary file test-data/blobs_multiply.gif has changed
Binary file test-data/blobs_normalize.gif has changed
Binary file test-data/blobs_northwest.gif has changed
Binary file test-data/blobs_saturate.gif has changed
Binary file test-data/blobs_segmented.gif has changed
Binary file test-data/blobs_sharpen.gif has changed
Binary file test-data/blobs_single_points.gif has changed
Binary file test-data/blobs_smooth.gif has changed
Binary file test-data/blobs_square.gif has changed
Binary file test-data/blobs_threshold_0-8.gif has changed
Binary file test-data/blobs_threshold_8-255.gif has changed
Binary file test-data/blobs_threshold_default.gif has changed
Binary file test-data/blobs_threshold_huang_dark.gif has changed
Binary file test-data/blobs_threshold_percentile.gif has changed
Binary file test-data/blobs_tolerance.gif has changed
Binary file test-data/blobs_watershed_binary.gif has changed
Binary file test-data/clown.jpg has changed
Binary file test-data/clown_binary.jpg has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/composed_raw_elastic_transformation.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,5 @@
+Width=144
+Height=144
+
+X Trans -----------------------------------
+   -8.356784649818302    -7.197224454983437    -6.007291128456463     -4.78857035976083    -3.542648755368276     -2.27111292175059   -0.9755494653795207   0.34245500727314293    1.6813138897356357    3.0394405755361955     4.415248458203067     5.807150931264452      7.21356138824859     6.722616523231703     7.982832965851492     9.241901922762699    10.500157904929564    11.755439850906992    13.007881998138114    14.257818796273467    15.503597042436024      16.7441831444607    17.979203521782882    19.209729191621175    20.434924351265607    21.653927817871562    22.868018271403987    24.077212618583225     25.28220858222662    26.482822213238034     27.68108269563495    28.876976885081163    30.071735843481154    31.267312088467172    32.461884574486334      33.6540253250871     34.84451070010306    36.032159052340404     37.21731193936262     38.40098887470948     39.58514301848773      40.7697991777691     41.95621659878733     43.14336916337468    44.332762755666245     45.52368427263207     46.71616063628192      47.9102587132078     49.10447011578231     50.29945996745416     51.49280946178481     52.68452392595436     53.87243480117253      55.0558589967881     56.23259866253449     57.40168688627666    58.560586048253406     59.70814582308569    60.842020356312204     61.96028478681958     63.06129999594824     64.14282865164152     65.20294849643733     66.23977708520655       67.251514074432      68.2364787499741     69.19379132689076     70.12368273237351     71.02688237947935     71.90443109666018     72.75759402782955     73.58797464576547     74.39754123580246     75.18880500856693     75.96371546546276      76.7252296396663     77.47583769656181     78.21957975177521     78.95905016293707     79.69712587468834      80.4370485162662     81.18210364892593     81.93429837927215     82.69597230924478      83.4691472921311     84.25544962565074     85.05614376573314     85.87215879473054     86.70392313153135     87.55146827026859     88.41445157658053     89.29218897542948     90.18369572122522     91.08773317913175    102.68235537543303     103.7042131782845    104.71196201385267    105.70449758967617    106.68071561329351    107.63951179224333    108.57978183406415    109.50042144629455    110.40032633647319     111.2783922121385    112.13351478082917    112.96458975008372    113.77051282744074    114.55017972043879    115.30267699164074    116.02873972512184    116.72995672023089    117.40792272643284     118.0642324931926    118.70048076997512    119.31826230624539    119.91917185146836    120.50480415510899    121.07675396663221    121.63661603550297    122.18598511118623    122.72645594314696     123.2596232808501    123.78708187376054    124.31042647134338    124.83125182306345    125.35115267838574    125.87172378677525    126.39455989769684    126.92125576061551    127.45340612499622    127.99260574030393    128.54044935600356     129.0985317215601    129.66844758643848    130.25179170010364    130.85015881202057     131.4651436716542     132.0983410284695    132.75134563193137    133.42575223150482    134.12315557665482    134.84515041684625     135.5933315015441    136.36929118355562 
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/composed_raw_elastic_transformation_full.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,294 @@
+Width=144
+Height=144
+
+X Trans -----------------------------------
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/composed_raw_transformation.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,5 @@
+Width=144
+Height=144
+
+X Trans -----------------------------------
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/composed_raw_transformation_full.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,294 @@
+Width=144
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+
+X Trans -----------------------------------
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Binary file test-data/confocal-series-both-channels.tiff has changed
Binary file test-data/confocal-series-both-channels_cropped_singleZ.tiff has changed
Binary file test-data/confocal-series-first-channel.tif has changed
Binary file test-data/confocal-series-first-channel_cropped.tiff has changed
Binary file test-data/confocal-series-first-channel_cropped_singleZ.tiff has changed
Binary file test-data/confocal-series-first-channel_default_threshold_watershed.tiff has changed
Binary file test-data/confocal-series-first-channel_gaussian_blur.tiff has changed
Binary file test-data/confocal-series-first-channel_threshold_default.tiff has changed
Binary file test-data/confocal-series-first-channel_threshold_default_overlay_mask.tiff has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
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Binary file test-data/create_image1.jpg has changed
Binary file test-data/despeckle.gif has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/detailed.tabular	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,2 @@
+# Branches	Junctions	End-point Voxels	Junction Voxels	Slab Voxels	Average branch length	Triple Points	Quadruple Points	Maximum Branch Length
+96	60	7	120	1246	17.344	56	3	70.882
Binary file test-data/dotblot.jpg has changed
Binary file test-data/elastic_trans_registered_source1.png has changed
Binary file test-data/gaussian_blur.gif has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/largest_shortest_path_basic.tabular	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,64 @@
+# Branches	Junctions	End-point Voxels	Junction Voxels	Slab Voxels	Average branch length	Triple Points	Quadruple Points	Maximum Branch Length	Longest Shortest Path	spx	spy	spz
+1	0	2	0	5	6.000	0	0	6.000	6.000	0	18	0
+1	0	2	0	3	4.000	0	0	4.000	4.000	2	130	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	4	25	0
+1	0	2	0	2	3.000	0	0	3.000	3.000	4	56	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	4	79	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	9	94	0
+1	0	2	0	6	8.243	0	0	8.243	8.243	12	4	0
+1	0	2	0	7	9.243	0	0	9.243	9.243	16	126	0
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Binary file test-data/mask_ramp.gif has changed
Binary file test-data/mask_white.png has changed
Binary file test-data/median.gif has changed
Binary file test-data/raw_trans_registered_source1.png has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/raw_transformation.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,5 @@
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/raw_transformation_full.txt	Wed Sep 25 16:27:49 2024 +0000
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+   132.58609450105345     132.8942514477346    133.24119905298997    133.62452208239208     134.0416510138753    134.48989066632745     134.9664261934029    135.46833010903367     135.9925704685687    136.53602031034416    137.09546843597136    137.66763157449978    138.24916793691511     138.8366921244192     139.4267913080236    140.01604254973302    140.60103108857487    141.17836936961498    141.74471655243065    142.29679819883657    142.83142580931778    143.34551585482902    143.83610793634057    144.30038169947758     144.7357077845487    145.14009609816424    145.51208173660072     145.8504091199398    146.15401716827049    146.42202644283606     146.6537217488212    146.84853046989667    147.00599698992693    147.12575363723397    147.20748866145607    147.25091182257074    147.25572629004645     147.2225509084011    147.15375734254533     147.0517567406599    146.91879163565451     146.7569498383696    146.56817990758069    146.35430756183132    146.11705248710226    145.85804507866254    145.57884273421186     145.2809453880632     144.9658100423514     144.6348641110243    144.28951744578137     143.9311729603831    143.56123581115244    143.18112112737853     142.7922603160887    142.39610599166716     141.9941356024733    141.58785384433665     141.1787925223325    140.76846705809623    140.35837696321352    139.95006530530293    139.54511820339815    139.14515983490773     138.7518469550015    138.36686311401303     137.9919127508801    137.62871533059806     137.2789996810633    136.94449866944444    136.62694434022353     136.3280636161639    136.04952646035446    135.79189224073127    135.55460237302225     135.3370345034628     135.1385536114728    134.95851525158747    134.79626832740573    134.65115744849788    134.52252491565622    134.40971237497658    134.31206217698062      134.228918473276     134.1596280800289    134.10354113475316    134.06001157053618     134.0283974297792      134.008061037767     133.9983690548692    133.99869242485042    134.00840623560012     134.0268895075461    134.05352492405038    134.08769851717759    134.12879932134862     134.1762190065211    134.22939100108871    134.28801102407593    134.35187808084615    134.42078746382526     134.4945291887102     134.5728869339187    134.65563710734352    134.74254804166952    134.83337931785388    134.92788121480075    135.02579428177958    135.12685928199795    135.23089450861713     135.3377545724585    135.44728526295162    135.55932359760115    135.67369816336597      135.790229511628    135.90873060046727    136.02900727783654     136.1508587991841    136.27407837310523    136.39845372870508     136.5237676985494    136.64979881133945     136.7763218887968    136.90310864166437    137.02992826023456    137.15654799538774    137.28273372677916    137.40825051552807    137.53286313955232    137.65633661053894      137.778436672449     137.8989302824137    138.01758607588224    138.13417481893288     138.2484698517311    138.36024752823155    138.46910197365818    138.57299269863046    138.66907859359208     138.7545892216789    138.82683372850474     138.8832018522843      138.921164977108    138.93827334213768 
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+   135.18064048811354     135.4802119922514    135.81567999289064    136.18461237905143    136.58446618435843    137.01259779276796    137.46626944520585    137.94265662767103    138.43885642551214    138.95189690701176     139.4787475731366    140.01633088002086    140.56153480734733    141.11122641024508    141.66226625573097    142.21152360822035    142.75589219337513     143.2923063367086     143.8177572440205     144.3293091659395     144.8241151695144    145.29943222673518    145.75263532369917    146.18123029534078    146.58286509947138    146.95535609912568    147.29706687867656    147.60692305508573    147.88404479131668     148.1277180788767      148.337378533037    148.51259148689698    148.65302866084568     148.7584417492076      148.828633327467     148.8634255415243    148.86263432939685    148.82689769012507    148.75842529832497    148.65945681338127    148.53207569136615     148.3782224518411    148.19970913466761     147.9982344239577     147.7753989903365    147.53272067307054    147.27164918953116    146.99358012038755    146.69986797457108    146.39183818828909    146.07079795722836     145.7380458406913    145.39488011095972    145.04260585094408    144.68254082845013      144.316020196506     143.9444000864903    143.56906017462651    143.19140531313064    142.81286632525178    142.43489604964813    142.05890548812144    141.68628489175705     141.3184653418662    140.95691655711238    140.60314221754115    140.25867499765286     139.9250714458824     139.6039068374148    139.29677011460726    139.00525901428762     138.7309754637221    138.47547676956611    138.23929917666447    138.02194489689663    137.82285420240595    137.64145261420347     137.4771539118928    137.32936273068205     137.1974767910229     137.0808888012005    136.97898806879593     136.8911618531038     136.8167964872574    136.75527829593753    136.70599433205606    136.66833295368113    136.64168426063335    136.62544040860215    136.61899581726198    136.62174728766175    136.63309404309322    136.65243770666626     136.6791822279204     136.7127337699369    136.75250056758057     136.7978927666611     136.8483222529601    136.90325715969175     136.9624384720376     137.0256881138986    137.09282310200444     137.1636545675227    137.23798698975946    137.31561754062307    137.39633553830578    137.47992200723283    137.56614934000743     137.6547920526498     137.7457099777814    137.83880347311558    137.93396490724638    138.03107866170456    138.13002145620862     138.2306627135688    138.33286495861378    138.43648424547092    138.54137060755113    138.64736852467817    138.75431740194736     138.8620520551169    138.97040319761135    139.07919792456093    139.18826018970407    139.29741127145186     139.4064702249358     139.5152543174491    139.62357944532855    139.73126053101353    139.83811189975918    139.94394763625732    140.04858192224066    140.15182935699426    140.25350526358187    140.35342598449185    140.45140917132812     140.5472563727466    140.63973674588829    140.72607849633303     140.8034530709757    140.86911184204715    140.92038668238638    140.95469057503053    140.96951446175183 
+   136.47128086107668     136.7647212366112    137.09257955898585    137.45244030061366    137.84178817314864    138.25801861080936    138.69844448570618    139.16030362004625    139.64076716336413    140.13694888129027    140.64591537702537    141.16469723830411    141.69030107199748    142.21972235649292     142.7499590095462    143.27802553739224     143.8009676005144    144.31587680358044    144.81990549256307    145.31028132185114    145.78432133896519    146.23944532498265     146.6731881254606    147.08321070988862     147.4673097077118    147.82342518575646     148.1497532260637    148.44517260159793    148.70888980473805     148.9402693649705    149.13881819510797    149.30416655832204    149.43604583881495    149.53426341914945    149.59867502302262     149.6291549350847    149.62557137943307    149.58856731644082    149.52026608135293    149.42281660859848    149.29821829294679    149.14833393227818     148.9749036871724    148.77955958387102    148.56384015461515     148.3292048735639    148.07704810673272    147.80871235013433    147.52550058127326    147.22868759518644    146.91953023733674    146.59927648193474    146.26917333585519    145.93047357545453    145.58444134654107     145.2323566768063    144.87551896549692    144.51524952733178    144.15289327697025     143.7898196470608    143.42742283736894     143.0671124065675    142.71023528935442      142.358125394621     142.0121564744563    141.67373855933508    141.34431343702633     141.0253498984435    140.71833886434322    140.42478849526893      140.146219373479    139.88415982966046    139.64009894032506    139.41455311339675    139.20705111229447     139.0170612930036     138.8440366566717     138.6874177431907    138.54663513701868    138.42111162799583    138.31026406516824     138.2135049374692    138.13024371148586    138.05988795339218    138.00184425941066    137.95551901682046    137.92031901551144     137.8956519283472     137.8809266770911    137.87555369934367    137.87894513078197    137.89051491595822    137.90967885997148    137.93585463244526    137.96846173440005    138.00692143778676    138.05065670662592     138.0990921078634    138.15166213829139    138.20800012268245    138.26793582882118    138.33130309952594     138.3979301697609    138.46763896738594    138.54024451618767    138.61555443918937    138.69336855891274    138.77347859003171    138.85567906141773    138.93985170020116     139.0259197913776     139.1137989718017    139.20339721001417     139.2946151183563     139.3873462992249    139.48147772015398    139.57689011239864    139.67345838774514    139.77105206837518    139.86953572477677    139.96876941691374     140.0686091341469    140.16890722973517     140.2695128461409    140.37027232780892    140.47102961859267    140.57162664155132    140.67190365944197     140.7716996148759    140.87085244979193    140.96919940462283    141.06657729828675     141.1628227909147    141.25777263203346     141.3512638977444    141.44313422127163    141.53322120902277    141.62069316426732    141.70292577621072    141.77706154607338    141.84032292956982    141.89001272391792    141.92351448531556     141.9382892449537 
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/regenerate_outputs.sh	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,204 @@
+source $(dirname $(dirname $(which conda)))/etc/profile.d/conda.sh
+conda_env=mulled-v1-9e9e3735532d83dd44ff0f622055395263f964e81ca8113d4dfa7e133e3156bf
+conda activate $conda_env
+# Adjust threshold
+# Test 1
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_adjust_threshold_binary_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 0.0 255.0 'Default' 'red' 'no' 'tools/image_processing/imagej2/test-data/blobs_threshold_default.gif' 'gif'
+# Test 2
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_adjust_threshold_binary_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 0.0 255.0 'Percentile' 'over_under' 'no' 'tools/image_processing/imagej2/test-data/blobs_threshold_percentile.gif' 'gif'
+# Test 3
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_adjust_threshold_binary_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 0.0 255.0 'Huang' 'bw' 'yes' 'tools/image_processing/imagej2/test-data/blobs_threshold_huang_dark.gif' 'gif'
+# Test 4
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_adjust_threshold_binary_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 8.0 255.0 'Manual' 'bw' 'no' 'tools/image_processing/imagej2/test-data/blobs_threshold_8-255.gif' 'gif'
+# Test 5
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_adjust_threshold_binary_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 0.0 8.0 'Manual' 'bw' 'no' 'tools/image_processing/imagej2/test-data/blobs_threshold_0-8.gif' 'gif'
+# Test 6
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_adjust_threshold_binary_jython_script.py' 'tools/image_processing/imagej2/test-data/confocal-series-first-channel.tif' 0.0 255.0 'Default' 'bw' 'yes' 'tools/image_processing/imagej2/test-data/confocal-series-first-channel_threshold_default.tiff' 'tiff'
+
+
+# Analyze particles
+# Test 1
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_analyze_particles_binary_jython_script.py' '' 'tools/image_processing/imagej2/test-data/blobs.gif' 'no' '0-Infinity' 0.0 1.0 'Nothing' 'yes' 'no' 'no' '' '' 'tools/image_processing/imagej2/test-data/analyze_particles_nothing.tabular'
+# Test 2
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_analyze_particles_binary_jython_script.py' '' 'tools/image_processing/imagej2/test-data/blobs.gif' 'no' '0-Infinity' 0.0 1.0 'Outlines' 'no' 'no' 'no' 'tools/image_processing/imagej2/test-data/analyze_particles_outlines.gif' 'gif' ''
+# Test 3
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_analyze_particles_binary_jython_script.py' '' 'tools/image_processing/imagej2/test-data/blobs.gif' 'no' '0-Infinity' 0.0 1.0 'Bare_Outlines' 'no' 'yes' 'yes' 'tools/image_processing/imagej2/test-data/analyze_particles_bareoutlines.gif' 'gif' ''
+# Test 4
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_analyze_particles_binary_jython_script.py' 'tools/image_processing/imagej2/test-data/analyze_particles_rois.tabular' 'tools/image_processing/imagej2/test-data/blobs.gif' 'no' '0-Infinity' 0.0 1.0 'Overlay_Masks' 'yes' 'no' 'no' 'tools/image_processing/imagej2/test-data/analyze_particles_overlaymasks.gif' 'gif' 'tools/image_processing/imagej2/test-data/analyze_particles_nothing.tabular'
+# Test 5
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_analyze_particles_binary_jython_script.py' 'tools/image_processing/imagej2/test-data/confocal_analyze_particles_rois.tabular' 'tools/image_processing/imagej2/test-data/confocal-series-first-channel_threshold_default.tiff' 'yes' '0-Infinity' 0.0 1.0 'Overlay_Masks' 'yes' 'no' 'no' 'tools/image_processing/imagej2/test-data/confocal-series-first-channel_threshold_default_overlay_mask.tiff' 'tiff' 'tools/image_processing/imagej2/test-data/confocal_analyze_particles.tabular'
+
+# Skeleton
+# Test 1
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_analyze_skeleton_jython_script.py' 'tools/image_processing/imagej2/test-data/skeletonized_blobs.gif' 'no' 'none' 'no' 'no' 'no' 'tools/image_processing/imagej2/test-data/basic.tabular'
+# Test 2
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_analyze_skeleton_jython_script.py' 'tools/image_processing/imagej2/test-data/skeletonized_clown.jpg' 'no' 'shortest_branch' 'no' 'no' 'no' 'tools/image_processing/imagej2/test-data/shortest_branch_basic.tabular'
+# Test 3
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_analyze_skeleton_jython_script.py' 'tools/image_processing/imagej2/test-data/skeletonized_blobs.gif' 'no' 'none' 'no' 'yes' 'no' 'tools/image_processing/imagej2/test-data/largest_shortest_path_basic.tabular'
+# Test 4
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_analyze_skeleton_jython_script.py' 'tools/image_processing/imagej2/test-data/skeletonized_clown.jpg' 'no' 'shortest_branch' 'no' 'yes' 'no' 'tools/image_processing/imagej2/test-data/shortest_branch_all_yes.tabular'
+
+# binary_to_edm
+# Test 1
+ImageJ --ij2 --headless --debug --jython '/home/ldelisle/Documents/mygit/galaxytools/tools/image_processing/imagej2/imagej2_binary_to_edm_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 1 1 'no' 'no' 'tools/image_processing/imagej2/test-data/blobs_edm.gif' 'gif'
+# Test 2
+ImageJ --ij2 --headless --debug --jython '/home/ldelisle/Documents/mygit/galaxytools/tools/image_processing/imagej2/imagej2_binary_to_edm_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 10 3 'yes' 'yes' 'tools/image_processing/imagej2/test-data/blobs_black_edm.gif' 'gif'
+
+# bunwarpj_adapt_transform
+# Test 1
+bunwarpj -adapt_transform 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/source_elastic_transformation.txt' 'tools/image_processing/imagej2/test-data/adapted_transformation.txt' 2.0
+
+# bunwarpj_align gets different outputs when the number of CPUS is contrainted.
+# When galaxy uses docker, the CPUs are always constrainted.
+# Currently the CPUS are fixed to 1 to ensure consistency.
+# bunwarpj_align
+# Outputs without CPU fixed:
+# Test 1
+bunwarpj -align 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'NULL' 'tools/image_processing/imagej2/test-data/blobs.gif' 'NULL' 0 2 1 0.0 0.0 1.0 10.0 'tools/image_processing/imagej2/test-data/registered_source1.png' 'tools/image_processing/imagej2/test-data/registered_target1.png'
+# Test 2
+bunwarpj -align 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'NULL' 'tools/image_processing/imagej2/test-data/blobs.gif' 'NULL' 0 2 1 0.0 0.0 1.0 10.0 'tools/image_processing/imagej2/test-data/registered_source1.png' 'tools/image_processing/imagej2/test-data/registered_target1.png' '-save_transformation'
+mv 'tools/image_processing/imagej2/test-data/registered_source1_transf.txt' 'tools/image_processing/imagej2/test-data/source_elastic_transformation_out_full.txt'
+mv 'tools/image_processing/imagej2/test-data/registered_target1_transf.txt' 'tools/image_processing/imagej2/test-data/target_elastic_transformation_out_full.txt' 
+# Test 3
+bunwarpj -align 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/mask_white.png' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/mask_ramp.gif' 0 2 1 0.0 0.0 1.0 10.0 'tools/image_processing/imagej2/test-data/registered_source2.png' 'tools/image_processing/imagej2/test-data/registered_target2.png'
+
+# Outputs with CPU fixed to 1:
+# Test 1
+bunwarpj -XX:ActiveProcessorCount="1" -align 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'NULL' 'tools/image_processing/imagej2/test-data/blobs.gif' 'NULL' 0 2 1 0.0 0.0 1.0 10.0 'tools/image_processing/imagej2/test-data/registered_source1_forced1cpu.png' 'tools/image_processing/imagej2/test-data/registered_target1_forced1cpu.png'
+# Test 2
+bunwarpj -XX:ActiveProcessorCount="1" -align 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'NULL' 'tools/image_processing/imagej2/test-data/blobs.gif' 'NULL' 0 2 1 0.0 0.0 1.0 10.0 'tools/image_processing/imagej2/test-data/registered_source1_forced1cpu.png' 'tools/image_processing/imagej2/test-data/registered_target1_forced1cpu.png' '-save_transformation'
+mv 'tools/image_processing/imagej2/test-data/registered_source1_forced1cpu_transf.txt' 'tools/image_processing/imagej2/test-data/source_elastic_transformation_forced1cpu_out_full.txt'
+mv 'tools/image_processing/imagej2/test-data/registered_target1_forced1cpu_transf.txt' 'tools/image_processing/imagej2/test-data/target_elastic_transformation_forced1cpu_out_full.txt' 
+# Test 3
+bunwarpj -XX:ActiveProcessorCount="1" -align 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/mask_white.png' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/mask_ramp.gif' 0 2 1 0.0 0.0 1.0 10.0 'tools/image_processing/imagej2/test-data/registered_source2_forced1cpu.png' 'tools/image_processing/imagej2/test-data/registered_target2_forced1cpu.png'
+
+# bunwarpj_compare_elastic_raw
+# Test 1
+bunwarpj -compare_elastic_raw 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/target_elastic_transformation.txt' 'tools/image_processing/imagej2/test-data/source_raw_transformation.txt' 'tools/image_processing/imagej2/test-data/warping_index_raw_full.txt'  2>&1 | tee 'output_log.txt' && grep -Po 'Warping index = \K[^ ]+' 'output_log.txt' > 'tools/image_processing/imagej2/test-data/warping_index_raw_full.txt'
+
+# bunwarpj_compare_elastic
+bunwarpj -compare_elastic 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/target_elastic_transformation.txt' 'tools/image_processing/imagej2/test-data/source_elastic_transformation.txt' 2>&1 | tee 'output_log.txt' && grep -Po 'Warping index = \K[^ ]+' 'output_log.txt' > 'tools/image_processing/imagej2/test-data/warping_index.txt'
+
+# bunwarpj_compare_raw
+# Test 1
+bunwarpj -compare_raw 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/target_raw_transformation.txt' 'tools/image_processing/imagej2/test-data/source_raw_transformation.txt' 2>&1 | tee 'output_log.txt' && grep -Po 'Warping index = \K[^ ]+' 'output_log.txt' > 'tools/image_processing/imagej2/test-data/warping_index1_full.txt'
+# Test 2
+bunwarpj -compare_raw 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/source_raw_transformation.txt' 'tools/image_processing/imagej2/test-data/source_raw_transformation.txt' 2>&1 | tee 'output_log.txt' && grep -Po 'Warping index = \K[^ ]+' 'output_log.txt' > 'tools/image_processing/imagej2/test-data/warping_index2.txt'
+
+# bunwarpj_compose_elastic
+bunwarpj -compose_elastic 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/target_elastic_transformation.txt' 'tools/image_processing/imagej2/test-data/source_elastic_transformation.txt' 'tools/image_processing/imagej2/test-data/raw_transformation_full.txt'
+
+# bunwarpj_compose_raw_elastic
+bunwarpj -compose_raw_elastic 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/target_raw_transformation.txt' 'tools/image_processing/imagej2/test-data/source_elastic_transformation.txt' 'tools/image_processing/imagej2/test-data/composed_raw_elastic_transformation_full.txt'
+
+# bunwarpj_compose_raw
+bunwarpj -compose_raw 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/target_raw_transformation.txt' 'tools/image_processing/imagej2/test-data/source_raw_transformation.txt' 'tools/image_processing/imagej2/test-data/composed_raw_transformation_full.txt'
+
+# bunwarpj_convert_to_raw
+bunwarpj -convert_to_raw 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/source_elastic_transformation.txt' 'tools/image_processing/imagej2/test-data/source_raw_transformation.txt'
+
+# bunwarpj_elastic_transform
+bunwarpj -elastic_transform 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/blobs_direct_transf.txt' 'tools/image_processing/imagej2/test-data/elastic_trans_registered_source1.png'
+
+# bunwarpj_raw_transform
+bunwarpj -raw_transform 'tools/image_processing/imagej2/test-data/dotblot.jpg' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/source_raw_transformation.txt' 'tools/image_processing/imagej2/test-data/raw_trans_registered_source1.png'
+
+# Create image
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_create_image_jython_script.py' 'MyTitle' 256 256 1 '8-bit_ramp' 'tools/image_processing/imagej2/test-data/create_image1.jpg'
+
+# Crop
+# Test 1
+# ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_crop_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 0 0 0 0 1 0 1 0 1 0 'tools/image_processing/imagej2/test-data/blobs.gif' 'gif'
+# Test 2
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_crop_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 0 50 0 0 1 0 1 0 1 0 'tools/image_processing/imagej2/test-data/blobs_crop_width50.gif' 'gif'
+# Test 3
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_crop_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 0 0 50 0 1 0 1 0 1 0 'tools/image_processing/imagej2/test-data/blobs_crop_top50.gif' 'gif'
+# Test 4
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_crop_jython_script.py' 'tools/image_processing/imagej2/test-data/confocal-series-both-channels.tiff' 17 16 18 8 1 1 1 0 1 0 'tools/image_processing/imagej2/test-data/confocal-series-first-channel_cropped.tiff' 'tiff'
+# Test 5
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_crop_jython_script.py' 'tools/image_processing/imagej2/test-data/confocal-series-both-channels.tiff' 17 16 18 8 1 0 1 1 1 0 'tools/image_processing/imagej2/test-data/confocal-series-both-channels_cropped_singleZ.tiff' 'tiff'
+# Test 6
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_crop_jython_script.py' 'tools/image_processing/imagej2/test-data/confocal-series-both-channels.tiff' 17 16 18 8 1 1 1 1 1 0 'tools/image_processing/imagej2/test-data/confocal-series-first-channel_cropped_singleZ.tiff' 'tiff'
+
+# Enhance contrast
+# Test 1
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_enhance_contrast_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'yes' 'None' 'no' 'tools/image_processing/imagej2/test-data/blobs_equalize.gif' 'gif' 
+# Test 2
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_enhance_contrast_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'no' 6.2 'no' 'tools/image_processing/imagej2/test-data/blobs_saturate.gif' 'gif'
+# Test 3
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_enhance_contrast_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'no' 13.0 'yes' 'tools/image_processing/imagej2/test-data/blobs_normalize.gif' 'gif'
+
+# Filter
+# Test 1
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_filter_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif'  'gif' 'gaussian_blur' 5.0 'None' 'None' 'None' 'tools/image_processing/imagej2/test-data/gaussian_blur.gif'
+# Test 2
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_filter_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif'  'gif' 'median' 2.5 'None' 'None' 'None' 'tools/image_processing/imagej2/test-data/median.gif'
+# Test 3
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_filter_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif'  'gif' 'unsharp_mask' 5.0 0.1 'None' 'None' 'tools/image_processing/imagej2/test-data/unsharp_mask.gif'
+# Test 4
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_filter_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif'  'gif' 'top_hat' 7.0 'None' 'light' 'dont' 'tools/image_processing/imagej2/test-data/top_hat.gif'
+# Test 5
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_filter_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif'  'gif' 'top_hat' 7.0 'None' '' '' 'tools/image_processing/imagej2/test-data/top_hat2.gif'
+# Test 6
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_filter_jython_script.py' 'tools/image_processing/imagej2/test-data/confocal-series-first-channel.tif'  'tiff' 'gaussian_blur' 2.0 'None' 'None' 'None' 'tools/image_processing/imagej2/test-data/confocal-series-first-channel_gaussian_blur.tiff'
+
+# Find edges
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_find_edges_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/blobs_find_edges.gif' 'gif'
+
+# Find maxima
+# Test 1
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_find_maxima_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'yes' 'no' 10 'Single_Points' 'no' 'no' 'tools/image_processing/imagej2/test-data/blobs_single_points.gif' 'gif'
+# Test 2
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_find_maxima_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'yes' 'no' 13 'Maxima_Within_Tolerance' 'no' 'no' 'tools/image_processing/imagej2/test-data/blobs_tolerance.gif' 'gif'
+# Test 3
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_find_maxima_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif'  'yes' 'no' 16 'Segmented_Particles' 'yes' 'no' 'tools/image_processing/imagej2/test-data/blobs_segmented.gif' 'gif'
+# Test 4
+# ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_find_maxima_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'yes' 'no' 10 'List' 'no' 'no' 'tools/image_processing/imagej2/test-data/blobs_list.tabular' 'tabular'
+# Test 5
+# ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_find_maxima_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'yes' 'no' 10 'Count' 'no' 'no' 'tools/image_processing/imagej2/test-data/blobs_count.tabular' 'tabular'
+
+# make binary
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_make_binary_jython_script.py' 'tools/image_processing/imagej2/test-data/clown.jpg' 1 1 'no' 'no' 'tools/image_processing/imagej2/test-data/clown_binary.jpg' 'jpg'
+
+# Math
+# Test 1
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_math_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'Multiply' 'None' 'None' 1.25 'tools/image_processing/imagej2/test-data/blobs_multiply.gif' 'gif'
+# Test 2
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_math_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif'  'Min' 'None' 'None' 255.0 'tools/image_processing/imagej2/test-data/blobs_min.gif' 'gif'
+# Test 3
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_math_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif'  'Log' 'None' 'None' 'None' 'tools/image_processing/imagej2/test-data/blobs_log.gif' 'gif'
+# Test 4
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_math_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'Square' 'None' 'None' 'None' 'tools/image_processing/imagej2/test-data/blobs_square.gif' 'gif'
+# Test 5
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_math_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'Macro' 'v=v+50*sin(d/17)' 'None' 'None' 'tools/image_processing/imagej2/test-data/blobs_macro.gif' 'gif'
+
+# Noise
+# Test 1
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_noise_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'gif' 'add_specified_noise' 5.0 'None' 'None' 'None' 'tools/image_processing/imagej2/test-data/add_specified_noise.gif'
+# Test 2
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_noise_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'gif' 'despeckle' 'None' 'None' 'None' 'None' 'tools/image_processing/imagej2/test-data/despeckle.gif'
+# Test 3
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_noise_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif'  'gif' 'remove_outliers' 'None' '10.0' '1' 'Bright' 'tools/image_processing/imagej2/test-data/remove_outliers.gif'
+# Test 4 fails
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_noise_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif'  'gif' 'remove_nans' 'None' 'None' 'None' 'None' 'tools/image_processing/imagej2/test-data/remove_nans.gif'
+
+# Shadows
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_shadows_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'Northwest' 'tools/image_processing/imagej2/test-data/blobs_northwest.gif' 'gif'
+
+# Sharpen
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_sharpen_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/blobs_sharpen.gif' 'gif'
+
+# Skeletonized 3D
+# Test 1
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_skeletonize3d_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'no' 'tools/image_processing/imagej2/test-data/skeletonized_blobs.gif' 'gif'
+# Test 2
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_skeletonize3d_jython_script.py' 'tools/image_processing/imagej2/test-data/clown.jpg' 'no' 'tools/image_processing/imagej2/test-data/skeletonized_clown.jpg' 'jpg'
+
+# Smooth
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_smooth_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'tools/image_processing/imagej2/test-data/blobs_smooth.gif' 'gif'
+
+# Watershed
+# Test 1
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_watershed_binary_jython_script.py' 'tools/image_processing/imagej2/test-data/blobs.gif' 'no' 'tools/image_processing/imagej2/test-data/blobs_watershed_binary.gif' 'gif'
+# Test 2
+ImageJ --ij2 --headless --debug --jython 'tools/image_processing/imagej2/imagej2_watershed_binary_jython_script.py' 'tools/image_processing/imagej2/test-data/confocal-series-first-channel_threshold_default.tiff' 'yes' 'tools/image_processing/imagej2/test-data/confocal-series-first-channel_default_threshold_watershed.tiff' 'tiff'
Binary file test-data/registered_source1.png has changed
Binary file test-data/registered_source1_forced1cpu.png has changed
Binary file test-data/registered_source2.png has changed
Binary file test-data/registered_source2_forced1cpu.png has changed
Binary file test-data/registered_target1.png has changed
Binary file test-data/registered_target1_forced1cpu.png has changed
Binary file test-data/registered_target2.png has changed
Binary file test-data/registered_target2_forced1cpu.png has changed
Binary file test-data/remove_outliers.gif has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/shortest_branch_all_yes.tabular	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,205 @@
+# Branches	Junctions	End-point Voxels	Junction Voxels	Slab Voxels	Average branch length	Triple Points	Quadruple Points	Maximum Branch Length	Longest Shortest Path	spx	spy	spz
+1	0	2	0	1	2.414	0	0	2.414	2.414	1	59	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	4	91	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	5	43	0
+143	75	40	144	918	9.873	61	9	96.113	277.930	161	0	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	5	80	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	6	53	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	6	67	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	8	64	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	7	75	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	9	66	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	9	76	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	11	81	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	15	65	0
+1	0	2	0	3	4.000	0	0	4.000	4.000	27	84	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	27	93	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	26	99	0
+1	0	2	0	3	4.414	0	0	4.414	4.414	38	91	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	39	88	0
+1	0	2	0	3	5.657	0	0	5.657	5.657	49	111	0
+5	2	4	2	97	23.382	2	0	58.385	100.770	92	174	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	65	31	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	66	175	0
+1	0	2	0	4	5.828	0	0	5.828	5.828	88	42	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	89	177	0
+1	0	2	0	4	5.828	0	0	5.828	5.828	97	51	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	95	44	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	105	14	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	104	20	0
+262	117	105	266	957	6.493	65	37	34.142	352.779	279	50	0
+96	43	31	104	373	7.278	25	11	36.971	212.675	192	110	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	121	35	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	132	54	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	135	53	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	138	116	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	138	124	0
+22	11	10	24	151	10.374	10	1	20.728	116.633	207	123	0
+5	2	4	2	44	12.568	2	0	26.799	52.184	176	174	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	156	54	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	162	61	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	163	56	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	163	59	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	166	58	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	168	59	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	168	154	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	173	183	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	175	0	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	176	170	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	176	182	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	177	172	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	179	0	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	179	175	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	178	179	0
+4	1	4	4	6	4.282	0	1	5.650	10.479	182	195	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	179	183	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	180	2	0
+1	0	2	0	2	3.000	0	0	3.000	3.000	184	0	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	186	53	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	190	53	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	189	71	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	192	3	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	190	50	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	193	64	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	192	66	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	195	102	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	196	68	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	196	66	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	199	102	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	205	71	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	206	129	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	208	6	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	210	72	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	210	80	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	211	83	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	211	63	0
+1	0	2	0	6	8.657	0	0	8.657	8.657	216	74	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	212	65	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	212	99	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	215	65	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	214	67	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	214	69	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	214	86	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	214	97	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	216	9	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	218	91	0
+1	0	2	0	2	3.414	0	0	3.414	3.414	222	8	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	224	94	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	225	55	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	225	7	0
+3	1	3	1	8	4.219	1	0	6.414	9.828	234	11	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	229	61	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	229	104	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	229	109	0
+3	1	3	1	3	3.162	1	0	4.243	7.071	234	58	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	231	102	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	235	5	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	236	41	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	236	60	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	237	111	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	239	56	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	240	111	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	240	19	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	240	109	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	242	107	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	244	9	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	246	108	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	247	27	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	248	108	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	251	109	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	250	61	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	253	31	0
+1	0	2	0	2	3.000	0	0	3.000	3.000	253	36	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	253	63	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	254	67	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	254	71	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	255	57	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	257	45	0
+1	0	2	0	6	7.414	0	0	7.414	7.414	265	70	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	260	61	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	262	67	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	263	60	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	267	48	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	268	60	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	271	70	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	273	64	0
+1	0	2	0	11	13.243	0	0	13.243	13.243	277	7	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	277	47	0
+1	0	2	0	3	4.828	0	0	4.828	4.828	277	58	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	279	52	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	279	15	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	281	63	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	280	11	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	280	31	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	280	60	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	282	52	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	281	67	0
+1	0	2	0	2	3.000	0	0	3.000	3.000	285	47	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	283	54	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	283	77	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	283	11	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	285	66	0
+3	1	3	3	12	6.495	1	0	7.828	14.657	297	56	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	284	64	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	286	17	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	287	28	0
+1	0	2	0	2	3.414	0	0	3.414	3.414	286	110	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	286	57	0
+1	0	2	0	3	4.414	0	0	4.414	4.414	289	86	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	288	36	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	287	108	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	289	122	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	287	134	0
+13	6	8	10	55	6.590	6	0	20.899	68.184	309	78	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	288	69	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	288	75	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	288	92	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	293	46	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	291	78	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	292	71	0
+1	0	2	0	7	8.828	0	0	8.828	8.828	300	119	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	293	135	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	296	22	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	296	30	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	296	145	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	298	27	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	297	75	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	298	157	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	298	24	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	301	88	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	301	98	0
+5	1	5	3	15	5.994	0	0	12.243	18.899	313	82	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	303	35	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	303	104	0
+1	0	2	0	2	3.000	0	0	3.000	3.000	306	75	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	303	118	0
+1	0	2	0	1	2.414	0	0	2.414	2.414	305	123	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	304	52	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	305	73	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	304	115	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	306	32	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	306	87	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	306	94	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	306	127	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	308	89	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	309	39	0
+1	0	2	0	5	6.000	0	0	6.000	6.000	315	94	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	309	99	0
+1	0	2	0	4	6.243	0	0	6.243	6.243	315	48	0
+1	0	2	0	8	10.657	0	0	10.657	10.657	312	50	0
+1	0	2	0	4	5.000	0	0	5.000	5.000	315	57	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	311	141	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	312	4	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	313	27	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	313	55	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	313	84	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	314	75	0
+1	0	2	0	0	1.414	0	0	1.414	1.414	316	9	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	316	30	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	316	79	0
+1	0	2	0	2	3.000	0	0	3.000	3.000	319	27	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	317	55	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	318	63	0
+0	0	1	0	0	0.000	0	0	0.000	0.000	317	23	0
+1	0	2	0	1	2.000	0	0	2.000	2.000	319	83	0
+1	0	2	0	0	1.000	0	0	1.000	1.000	319	58	0
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/shortest_branch_basic.tabular	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,205 @@
+# Branches	Junctions	End-point Voxels	Junction Voxels	Slab Voxels	Average branch length	Triple Points	Quadruple Points	Maximum Branch Length
+1	0	2	0	1	2.414	0	0	2.414
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+143	75	40	144	918	9.873	61	9	96.113
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	3	4.000	0	0	4.000
+1	0	2	0	1	2.000	0	0	2.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	3	4.414	0	0	4.414
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	3	5.657	0	0	5.657
+5	2	4	2	97	23.382	2	0	58.385
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	4	5.828	0	0	5.828
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	4	5.828	0	0	5.828
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+262	117	105	266	957	6.493	65	37	34.142
+96	43	31	104	373	7.278	25	11	36.971
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+22	11	10	24	151	10.374	10	1	20.728
+5	2	4	2	44	12.568	2	0	26.799
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+4	1	4	4	6	4.282	0	1	5.650
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	2	3.000	0	0	3.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	1	2.414	0	0	2.414
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	1	2.414	0	0	2.414
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.414	0	0	1.414
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	6	8.657	0	0	8.657
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	2	3.414	0	0	3.414
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+3	1	3	1	8	4.219	1	0	6.414
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+3	1	3	1	3	3.162	1	0	4.243
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	1	2.000	0	0	2.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	1	2.414	0	0	2.414
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	2	3.000	0	0	3.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	6	7.414	0	0	7.414
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	11	13.243	0	0	13.243
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	3	4.828	0	0	4.828
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	1	2.000	0	0	2.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	2	3.000	0	0	3.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	1	2.000	0	0	2.000
+3	1	3	3	12	6.495	1	0	7.828
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	1	2.414	0	0	2.414
+1	0	2	0	2	3.414	0	0	3.414
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	3	4.414	0	0	4.414
+1	0	2	0	1	2.414	0	0	2.414
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	1	2.414	0	0	2.414
+0	0	1	0	0	0.000	0	0	0.000
+13	6	8	10	55	6.590	6	0	20.899
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	1	2.000	0	0	2.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	7	8.828	0	0	8.828
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	1	2.000	0	0	2.000
+5	1	5	3	15	5.994	0	0	12.243
+1	0	2	0	1	2.414	0	0	2.414
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	2	3.000	0	0	3.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	1	2.414	0	0	2.414
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	5	6.000	0	0	6.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	4	6.243	0	0	6.243
+1	0	2	0	8	10.657	0	0	10.657
+1	0	2	0	4	5.000	0	0	5.000
+0	0	1	0	0	0.000	0	0	0.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	0	1.414	0	0	1.414
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	2	3.000	0	0	3.000
+1	0	2	0	0	1.000	0	0	1.000
+1	0	2	0	1	2.000	0	0	2.000
+0	0	1	0	0	0.000	0	0	0.000
+1	0	2	0	1	2.000	0	0	2.000
+1	0	2	0	0	1.000	0	0	1.000
Binary file test-data/skeletonized_blobs.gif has changed
Binary file test-data/skeletonized_clown.jpg has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/source_elastic_transformation.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+   -35.61130748114458  -0.17721383962095547     35.27738550739418     70.74023165057304    106.19906568058776    141.68187320104443    177.21663981554897 
+   -35.64176128119247   -18.613115472047358     38.17042470972303     80.01104484186907       136.77671593587    127.39645957510831     177.1399905793402 
+   -35.62132146852445   -16.358740968707146      88.9500299845919     64.14925112250332     70.46044758857497    129.40395338071698    177.06456148930593 
+   -35.58296385817069   -2.6180801775805382     100.0976208671127    125.33720259305008     87.98163606182615    134.90911744170705    177.02823631252767 
+   -35.55966426516137    -5.939275483027422    112.77890812894067    115.24264668240022     129.2642045183008     151.9582002938364    177.06889881608703 
+   -35.54485311365049    10.151323307758267     37.19497464942767     75.47427646299542    116.96351939728723    151.63921266991827    177.14722421045656 
+  -35.531960827792005  -0.07375112224360444     35.35776999600116     70.78294848245052    106.22213029261276     141.6956613819961    177.22388770610888 
+
+Y Coeffs -----------------------------------
+                -35.5    -35.48676484054587    -35.44705936218348    -35.42058904327523    -35.44705936218348    -35.48676484054587                 -35.5 
+                  0.0   0.01985273918119175     7.101095519506047     59.71640630985081     -32.3949456169071    -39.03805348699179                   0.0 
+                 35.5    20.999826791718604    24.400825199903792     -2.48415771328592     32.96275013101309    26.264502624500558                  35.5 
+                 71.0    21.355186591300996     -5.22979035632634      68.8318867576894     6.844809670377878     63.31233622680649     71.00021721525376 
+   106.49999999999999    107.29333528999683    145.24976471347117    105.73866993653938    106.50155009418333    121.38028270693044    106.50086886101502 
+                142.0     142.0002554624381    162.13354825161514    148.02403664863937    153.73330610830502     154.9675538982438    142.00130329152253 
+   177.49999999999997    177.50017030829204    177.50068123316828    177.50123906500616    176.74925831450878    177.50147359981466      177.500868861015 
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/source_elastic_transformation_forced1cpu_out_full.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+    -54.0016323325568    -24.55313914003933     9.998378808715369     46.75364792905647     82.81339463633314    119.65671403007485    158.76270120981096 
+   -50.83339149878828   -18.681337906130345     37.17883919175264    12.345198999048506     24.77206071041781     97.97412790389771    155.78421869117355 
+  -27.929816443724082    49.276999890632126      36.1275114393808     14.75760213419734     9.594845999044615    154.04607396012295    222.05804605430535 
+   -9.439167783998862     37.12324241599431     48.73717535550337     63.59070238727008     6.551668091613555     119.5935291038009    158.64847980599265 
+   -8.415920987887967    19.182085970213276     89.61484235977517     88.26966501794124    32.788077608672424     132.5037156161929    160.37829930526004 
+   -31.71446728510298    11.403380281357434      87.1527845269043      41.0061258664103    18.375036656301404     151.3216275398897    162.14248931362886 
+   -36.33357650876076    -2.997067006070702    24.224980747085667     52.94713777251041     90.78409317136875    128.45213257281344     164.4624484013269 
+
+Y Coeffs -----------------------------------
+   -35.58508171011618    -35.52735570756093   -35.159196828706726    -29.70750167634807   -28.923802662244935   -34.504255822335935   -35.243494145461135 
+   -1.242192601470532     29.46509876064867    -2.312247460503201    10.484826852565131    18.756383154741464    45.881731350540406    -0.621787824102949 
+   30.981455595654854    36.951471554766314    3.9820133989773163     7.976064243908333    -7.830691435689818    41.541448554600954    31.732801175989525 
+   58.283948016581554   -22.165321992984115    22.635703622205753     8.955455276732383     16.06491478568108    30.317438854555434     60.33829204610447 
+    95.46258300786052     43.02756729709696    14.126605325220126     44.78649034596007   -16.764126369901938     35.95147733367494     96.44151384896905 
+   130.87735480918948    195.59287946182124    -3.550292865530671   -7.0509958709770295    110.60475571422396    134.61412452223453    130.93519990666056 
+    170.4874708714955    161.78056879140948     149.6874025532559    142.17277360792374    150.66515020927875    162.24110899673795    167.44089341269517 
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/source_elastic_transformation_out.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,5 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+
+Y Coeffs -----------------------------------
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/source_elastic_transformation_out_full.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+   -37.57669097094904   -3.2271717112514677    30.729561477029474     64.92853072664484    101.26040164233771    134.24138071120504    170.62530571165195 
+   -36.40440156764347    -5.950917668399802     43.12656676959308    129.82569373508457     79.23025904056314    101.33109010989303    167.76122399799928 
+   -31.99153804062628   -28.228263165717934    108.82281688201007    135.71408978799562    119.88724905944063    115.66219769238425    162.57204585958897 
+   -28.76756806285075   -31.072774597932003    149.06671190151698      82.6873796775864     85.83238257129669    102.22408316121394    159.69418492654307 
+   -31.16195930727015     39.81052685166829    111.01894213555936    50.843519487267514      71.5843384687527    104.97466705130167    163.76405482898355 
+   -34.99727113400996     51.46458209552406    45.814658605380856    127.80078869884827     61.64396676556593     133.5425482462486    169.78763924597007 
+  -36.096062903195644   -1.3094687517365522    33.017918855761025      67.2410292328903    101.71479169324449    136.77836848505723     172.7709218565622 
+
+Y Coeffs -----------------------------------
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+   140.48429880851842    54.844800662935505    136.50939139083195    102.42949280502454     96.70614159439262    152.55152439131024      123.051471570386 
+   174.17481704462756    171.41787868079226    167.26939245818923     162.8915210072307    159.44642695832863     158.1150765995069     160.0784362187891 
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/source_raw_transformation.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,294 @@
+Width=144
+Height=144
+
+X Trans -----------------------------------
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/target_elastic_transformation.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+  -36.117111387825766    -5.385082876408411     29.45328994432716     69.52713740463037    104.86444345420553    140.38588675017897    176.15810397808303 
+    -36.2264937297932     32.74325846227494   -23.191917392170573    114.86951887066796     57.81410506673627     93.56163377395188    175.07587514376843 
+   0.8001972037270695    12.384298514696155     18.96171978376125    -9.054176385210205    169.21498785601005      94.5062179325982       133.72979056309 
+     37.4575728168268     6.705478803782103    16.339916785568008     5.562964841921719     65.90677629039934     122.5348986039493     141.4180288611356 
+    5.496315162772514     8.984072369276337    19.160018686442353   -3.7679568417648954     43.56505263435343    117.04632483917443     169.8089818139191 
+  -30.985076022709965     30.48234563028456     -4.57185947623744      39.9368298981367     73.31325150981691     133.0187666782411     176.1637707773676 
+  -35.824759556202444  -0.21353961425912088      30.2488566576995     69.96729226623545    105.30466899887463    140.78641175637736    176.45425772333607 
+
+Y Coeffs -----------------------------------
+  -33.457457947943325    -32.95237416015525    -32.61732073835082    -32.48427183266622    -32.58520159323763    -32.90603931346188    -33.43271428673581 
+    2.474884239673922     6.153086829496797     2.176031929152565    -46.73739868123545    -6.641482787072329     31.63483537910857     2.439245655742275 
+   38.282600013666176    115.10962128034645     99.44890686454225    106.09291532187778     85.86380388606122    120.14511724076014    38.219638319719145 
+    76.76990361540554     95.85872248257112     91.75200358207188       96.626066210422     91.19160682525583     78.03096008955086     75.31885003707583 
+   109.49947623795049     79.13551534555077     86.11217821438672     82.74394547366322     87.45682442725105     84.10531604274911    107.04136479340134 
+    144.8490318765146     131.9043794552622    128.01742994365395     132.9301726951304     130.2019758552892    126.07871666147047    144.55505941286611 
+    179.9547514779979    183.11538557329476    195.11844341969527     177.9158356900086    178.83724202056163     180.2225249725144     179.6371932718197 
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/target_elastic_transformation_forced1cpu_out_full.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+   -53.01255704273572   -13.904078412237368     42.28779020312449      49.2241689610889     43.17391161793351     57.12681204296706     93.96096797426937 
+  -25.399961768058898     78.11666674988406     47.11538040963914     53.34193146612398     48.19823124809444    51.578486863081025     62.97102702637055 
+    74.83364233868025     44.94785732629138     52.59528959805901    54.543817794946555     55.63349375544408     54.50269211372439     47.62502458222461 
+   33.696803979050756    58.895615990105675    52.374827040837616     52.52362439850934     51.96459926850969     52.12346709150518     53.22425479912784 
+   54.024299911223764     50.97110502497963    53.313115679853226    54.079338788140554    53.975969688179475     55.36463923686487     50.69775408987581 
+    61.68987727495051    53.368672489805554     53.49515507648402      51.6321049622464    53.937756626103216     47.83395036978562     64.92582731507672 
+    44.35275725127058     53.31850095476804     55.39104510610701     55.66877435102513     55.41166434382368    57.831591051064564    153.61852412379244 
+
+Y Coeffs -----------------------------------
+    18.93646011405667    18.932358073393257   -45.807304697888824    12.943663336359961    -6.327036285964463   -27.325046787074903    -28.68009130761568 
+    69.72517425473397    18.951944929866418    -54.51191955826718    12.603632065405728     33.43481269330889      140.609614099701    10.728187982256344 
+    132.0711970793583    186.36333833664528    184.49603949633777     187.1901604174391    158.07455291450418    198.26170431915625     69.02399552934537 
+   152.52702215817044    151.40906569438428    144.41347160527243    148.75680143207387    154.16175661350192    147.09841734177542     144.8860096284916 
+   161.22035237120292     158.6171876686065    166.13338308434305     159.7364739623931    160.15750889578624    161.60800126111627    174.81126607209526 
+   162.71033090716813    159.95948678510726    149.08911488413267    159.40987351626924    154.10612131309117    156.49431897610225    143.43506000431748 
+   143.12909756515404     143.0695229580525     166.0176933508692    144.57111777572015    160.84062396633618    157.42735871635645    133.65686564157454 
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/target_elastic_transformation_out.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,5 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+
+Y Coeffs -----------------------------------
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/target_elastic_transformation_out_full.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,19 @@
+Intervals=4
+
+X Coeffs -----------------------------------
+   -2.334540491984048    19.197617253297445    14.143262861788983    39.463628125651084     53.54110718736474     77.63432486663321    122.01213769363304 
+   18.940100807668394     9.376702061674932     11.32031302209601     9.081414015093257    -19.34191364999764    24.182277174612462    27.994218490639234 
+    39.45486659902765      9.40454198383603    22.230846242507905 -0.002478065318311816     73.57478566130307     58.77280036887933     48.90850943566863 
+    17.00000657714807    -23.31776136556256    12.541111571022608    7.2459754632090405    59.934726035072856    30.713987461586505     72.32572780611264 
+    33.22276292665229   -13.918601953887327   -34.657944692759926    163.25596555413682     65.69636617127611   -2.7667070647362673    105.81487278594533 
+    85.11817751007291    120.33953953049102     81.34418995521429      -66.726377368089    18.860324896215854     34.34945385032887     70.51661433028738 
+   36.883847445857576     76.35165890505894     6.516561676315538   -20.970133083731874    125.46655281183332    -2.448523111647684    114.79339566399392 
+
+Y Coeffs -----------------------------------
+-0.031617394190528676    21.091295827183185     40.99488267737779    133.42310018352737     39.66065981177224    18.453503965110798     18.87752372262639 
+    49.43431409316814    119.43278503821342     91.66849730571954     79.91925555046383    106.43225673511903     154.1232341123354     68.50164250154936 
+    99.83206171058087     92.97764797169073    103.64352162659048    102.51390748210636      92.4692722023774   -4.7866682215833904     63.31241523442766 
+   62.479566052595004      -197.59219058435     99.97143069942541     77.04940775782963   -2.4521487960395176    113.09283045524303     65.44319987491002 
+   132.61392700107905     55.19320373443639     259.1024942673179     139.4197212963076     90.08817257816702    111.80227388699566     73.97266542006085 
+   126.91904730761814     73.28185948235975     63.29420821019147     75.30231636943734     88.05821426021525     90.02142533584905     52.91310136372895 
+    145.9979890111186    108.90056891458975      82.0931937585503     59.42554351667557    132.94210808860396     90.87889944704429    135.03299490189625 
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/target_raw_transformation.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,294 @@
+Width=144
+Height=144
+
+X Trans -----------------------------------
+  -0.9471327820908413 -0.036947364843447794    0.8665129887435837    1.7635773766466396     2.654574326398728     3.539832365532834     4.419680021581961     5.294445822079093     6.164458294557222     7.030045966549346    7.8915373655884675      8.74926101920756     9.603545454939628     10.45471920031767    11.303110782874665    12.149048730143617    12.992861569657515    13.834877828949354    14.675426035552135    15.514834716998834    16.353432400822467       17.191547614556    18.029508885732444    18.867644741884785    19.706283710546025    20.545754319249152     21.38638509552716    22.228504566913045     23.07244126093979      23.9185237051404    24.767080427047865    25.618439954195168    26.472930814115326    27.330881534341312    28.192620642406126    29.058476665842765     29.92877814392578    30.803701529270146    31.683138826385786     32.56694769384605     33.45498579022433     34.34711077409394      35.2431803040283     36.14305203860072     37.04658363638463     37.95363275595335    38.864057055880245     39.77771419473869     40.69446183110206     41.61415762354373       42.536659230637     43.46182431095532       44.389510523072     45.31957552556042     46.25187697699394    47.186272535945946    48.122619860989786     49.06077661069881     50.00060044364642     50.94194901840596     51.88467999355079     52.82865102765428     53.77371977928979     54.71974390703071    55.666581069450366     56.61408892512216    57.562125132619435     58.51054735051555    59.459213237383885    60.407980451797826      61.3567066523307     62.30524949755586    63.253470346980464     64.20128065895713     65.14865007282945     66.09554923482635     67.04194879117674     67.98781938810946     68.93313167185342     69.87785628863749      70.8219638846906     71.76542510624161     72.70821059951939     73.65029101075284     74.59163698617084      75.5322191720023     76.47200821447609     77.41097475982112     78.34908945426622     79.28632294404034     80.22264587537234     81.15802889449108     82.09244264762548     83.02585778100443     83.95824494085682     84.88957477341152     85.81981792489742     86.74894504154342     87.67692676957836      88.6037337552312     89.52933664473078     90.45370608430598     91.37681272018574     92.29862719859885     93.21912016577431     94.13826226794093     95.05602415132762     95.97237646216327     96.88731539347678     97.80104427266286     98.71387898837273     99.62613502705707    100.53812787516655    101.45017301915183    102.36258594546365    103.27568214055273    104.18977709086971    105.10518628286525    106.02222520299009    106.94120933769487    107.86245417343034    108.78627519664715    109.71298789379597    110.64290775132753    111.57635025569252    112.51363089334161    113.45506515072555    114.40096851429487    115.35165647050039    116.30744450579282    117.26864810662275    118.23558275944092    119.20856395069801     120.1879071668447    121.17392789433173    122.16694161960973     123.1672638291294    124.17521000934141    125.19109564669654     126.2152362276454    127.24794723863872     128.2895441661271     129.3403424965613     130.4006557989244 
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Binary file test-data/top_hat.gif has changed
Binary file test-data/top_hat2.gif has changed
Binary file test-data/unsharp_mask.gif has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/warping_index.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,1 @@
+22.224744070209738
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/warping_index1.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,1 @@
+33.6
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/warping_index1_full.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,1 @@
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/warping_index2.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,1 @@
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/warping_index_raw.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,1 @@
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/warping_index_raw_full.txt	Wed Sep 25 16:27:49 2024 +0000
@@ -0,0 +1,1 @@
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