changeset 3:91b8f4730a93 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 16:07:20 +0000
parents 182994b12622
children
files imagej2_adjust_threshold_binary_jython_script.py imagej2_analyze_particles_binary_jython_script.py imagej2_analyze_skeleton_jython_script.py imagej2_binary_to_edm.xml imagej2_binary_to_edm_jython_script.py imagej2_crop_jython_script.py imagej2_enhance_contrast_jython_script.py 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 test-data/add_specified_noise.gif test-data/analyze_particles_bareoutlines.gif test-data/analyze_particles_masks.gif test-data/analyze_particles_outlines.gif test-data/analyze_particles_overlaymasks.gif test-data/analyze_particles_rois.tabular test-data/blobs_crop_top50.gif test-data/blobs_crop_width50.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_ijiso.gif test-data/blobs_threshold_percentile.gif test-data/composed_raw_elastic_transformation_full.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/dot_blot.jpg test-data/dot_blot.png test-data/dot_blot.tiff test-data/elastic_trans_registered_source1.png test-data/gaussian_blur.gif test-data/median.gif test-data/raw_trans_registered_source1.png 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/source_elastic_transformation_forced1cpu_out_full.txt test-data/source_elastic_transformation_out_full.txt test-data/target_elastic_transformation_forced1cpu_out_full.txt test-data/target_elastic_transformation_out_full.txt test-data/top_hat.gif test-data/top_hat2.gif test-data/unsharp_mask.gif test-data/warping_index1_full.txt test-data/warping_index_raw_full.txt
diffstat 75 files changed, 1651 insertions(+), 165 deletions(-) [+]
line wrap: on
line diff
--- a/imagej2_adjust_threshold_binary_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_adjust_threshold_binary_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -1,18 +1,15 @@
 import sys
 
-from ij import IJ
+from ij import IJ, Prefs
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-10]
-input_file = sys.argv[-9]
-threshold_min = float(sys.argv[-8])
-threshold_max = float(sys.argv[-7])
-method = sys.argv[-6]
-display = sys.argv[-5]
-black_background = sys.argv[-4] == "yes"
-# TODO: this is not being used.
-stack_histogram = sys.argv[-3] == "yes"
+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]
 
@@ -21,22 +18,34 @@
 
 # Create a copy of the image.
 input_image_plus_copy = input_image_plus.duplicate()
-image_processor_copy = input_image_plus_copy.getProcessor()
+
+bit_depth = input_image_plus_copy.getBitDepth()
+
+if black_background:
+    Prefs.blackBackground = True
+else:
+    Prefs.blackBackground = False
 
-# 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",
-        "iterations=1 count=1 edm=Overwrite do=Nothing",
-    )
-# Set the options.
-if black_background:
-    method_str = "%s dark" % method
-else:
-    method_str = method
-IJ.setAutoThreshold(input_image_plus_copy, method_str)
+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":
@@ -44,7 +53,5 @@
 elif display == "over_under":
     display_mode = "Over/Under"
 IJ.setThreshold(input_image_plus_copy, threshold_min, threshold_max, display_mode)
-# Run the command.
-IJ.run(input_image_plus_copy, "threshold", "")
 # Save the ImagePlus object as a new image.
 IJ.saveAs(input_image_plus_copy, output_datatype, output_filename)
--- a/imagej2_analyze_particles_binary_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_analyze_particles_binary_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -1,27 +1,32 @@
 import sys
 
-from ij import IJ
+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.
-error_log = sys.argv[-14]
-input_file = sys.argv[-13]
-black_background = sys.argv[-12] == "yes"
-size = sys.argv[-11]
-circularity_min = float(sys.argv[-10])
-circularity_max = float(sys.argv[-9])
-show = sys.argv[-8]
-display_results = sys.argv[-7] == "yes"
-all_results = sys.argv[-6] == "yes"
+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)
 
@@ -42,9 +47,32 @@
     IJ.run(input_image_plus_copy, "Make Binary", "")
 
 # Set the options.
-options = ["size=%s" % size]
+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:
@@ -52,12 +80,6 @@
 options.append("show=%s" % show_str)
 if display_results:
     options.append("display")
-    if not all_results:
-        options.append("summarize")
-if exclude_edges:
-    options.append("exclude")
-if include_holes:
-    options.append("include")
 # Always run "in_situ".
 options.append("in_situ")
 
@@ -68,6 +90,6 @@
 if len(output_filename) > 0:
     # Save the ImagePlus object as a new image.
     IJ.saveAs(input_image_plus_copy, output_datatype, output_filename)
-if display_results and len(results_path) > 0:
+if len(results_path) > 0:
     results_table = analyzer.getResultsTable()
     results_table.saveAs(results_path)
--- a/imagej2_analyze_skeleton_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_analyze_skeleton_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -121,7 +121,6 @@
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-8]
 input = sys.argv[-7]
 black_background = sys.argv[-6] == "yes"
 prune_cycle_method = sys.argv[-5]
--- a/imagej2_binary_to_edm.xml	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_binary_to_edm.xml	Wed Sep 25 16:07:20 2024 +0000
@@ -1,4 +1,4 @@
-<tool id="imagej2_binary_to_edm" name="Convert binary image to EDM" version="@WRAPPER_VERSION@.2">
+<tool id="imagej2_binary_to_edm" name="Convert binary image to EDM" version="@TOOL_VERSION@+galaxy@VERSION_SUFFIX@" profile="23.0">
     <description>with ImageJ2</description>
     <macros>
         <import>imagej2_macros.xml</import>
@@ -13,16 +13,13 @@
     <expand macro="fiji_requirements"/>
     <command detect_errors="exit_code"><![CDATA[
 #import os
-#set error_log = 'output_log.txt'
 #set input_sans_ext = $os.path.splitext($os.path.basename($input.file_name))[0]
-#set input_with_ext = '.'.join([input_sans_ext, $input.ext])
+#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' &&
-touch '$error_log' &&
 ImageJ --ij2 --headless --debug
 --jython '$__tool_directory__/imagej2_binary_to_edm_jython_script.py'
-'$error_log'
 '$input_with_ext'
 $iterations
 $count
@@ -30,12 +27,7 @@
 '$pad_edges_when_eroding'
 '$output_filename'
 '$input.ext'
-&>'$error_log';
-if [[ $? -ne 0 ]]; then
-    cat '$error_log' >&2;
-else
-    mv '$output_filename' '$output';
-fi
+&& mv '$output_filename' '$output';
 ]]></command>
     <inputs>
         <expand macro="param_input"/>
@@ -49,7 +41,7 @@
             <param name="input" value="blobs.gif"/>
             <param name="iterations" value="1"/>
             <param name="count" value="1"/>
-            <output name="output" file="blobs_edm.gif" compare="sim_size"/>
+            <output name="output" file="blobs_edm.gif" compare="image_diff" metric="iou" />
         </test>
         <test>
             <param name="input" value="blobs.gif"/>
@@ -57,7 +49,7 @@
             <param name="count" value="3"/>
             <param name="black_background" value="yes"/>
             <param name="pad_edges_when_eroding" value="yes"/>
-            <output name="output" file="blobs_black_edm.gif" compare="sim_size"/>
+            <output name="output" file="blobs_black_edm.gif" compare="image_diff" metric="iou" />
         </test>
     </tests>
     <help>
--- a/imagej2_binary_to_edm_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_binary_to_edm_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -4,7 +4,6 @@
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-8]
 input_file = sys.argv[-7]
 iterations = int(sys.argv[-6])
 count = int(sys.argv[-5])
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_crop_jython_script.py	Wed Sep 25 16:07:20 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)
--- a/imagej2_enhance_contrast_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_enhance_contrast_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -4,7 +4,6 @@
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-7]
 input = sys.argv[-6]
 equalize_histogram = sys.argv[-5] == "yes"
 saturated_pixels = sys.argv[-4]
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/imagej2_filter_jython_script.py	Wed Sep 25 16:07:20 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)
--- a/imagej2_find_edges_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_find_edges_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -4,7 +4,6 @@
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-4]
 input = sys.argv[-3]
 tmp_output_path = sys.argv[-2]
 output_datatype = sys.argv[-1]
--- a/imagej2_find_maxima_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_find_maxima_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -6,7 +6,6 @@
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-10]
 input_file = sys.argv[-9]
 scale_when_converting = sys.argv[-8] == "yes"
 weighted_rgb_conversions = sys.argv[-7] == "yes"
@@ -35,7 +34,7 @@
     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))
+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.
--- a/imagej2_macros.xml	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_macros.xml	Wed Sep 25 16:07:20 2024 +0000
@@ -1,19 +1,12 @@
 <macros>
-    <token name="@WRAPPER_VERSION@">3.0</token>
+    <token name="@TOOL_VERSION@">20240614</token>
+    <token name="@VERSION_SUFFIX@">0</token>
     <xml name="fiji_requirements">
         <requirements>
-            <requirement type="package" version="20170530">fiji</requirement>
-            <requirement type="package" version="3.4">grep</requirement>
+            <requirement type="package" version="@TOOL_VERSION@">fiji</requirement>
+            <requirement type="package" version="3.11">grep</requirement>
         </requirements>
     </xml>
-    <xml name="stdio">
-        <stdio>
-            <exit_code range="1:"/>
-            <exit_code range=":-1"/>
-            <regex match="Error:"/>
-            <regex match="Exception:"/>
-        </stdio>
-    </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>
--- a/imagej2_make_binary_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_make_binary_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -4,7 +4,6 @@
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-8]
 input = sys.argv[-7]
 iterations = int(sys.argv[-6])
 count = int(sys.argv[-5])
--- a/imagej2_math_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_math_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -3,8 +3,7 @@
 from ij import IJ
 
 # Fiji Jython interpreter implements Python 2.5 which does not
-# provide support for argparse.
-error_log = sys.argv[-8]
+# provide support for argparse.\
 input_file = sys.argv[-7]
 operation = sys.argv[-6]
 expression = sys.argv[-5]
@@ -19,7 +18,6 @@
 tmp_output_path = sys.argv[-2]
 output_datatype = sys.argv[-1]
 
-print("\nerror_log: %s\n" % str(error_log))
 print("\ninput_file: %s\n" % str(input_file))
 print("\noperation: %s\n" % str(operation))
 print("\nexpression: %s\n" % str(expression))
--- a/imagej2_noise_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_noise_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -1,85 +1,56 @@
 import sys
 
-from ij import IJ
+from ij import IJ, ImagePlus
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-19]
-input_file = sys.argv[-18]
-image_datatype = sys.argv[-17]
-noise = sys.argv[-16]
-standard_deviation = sys.argv[-15]
-radius = sys.argv[-14]
-threshold = sys.argv[-13]
-which_outliers = sys.argv[-12]
-randomj = sys.argv[-11]
-trials = sys.argv[-10]
-probability = sys.argv[-9]
-# Note the spelling - so things don't get confused due to Python lambda function.
-lammbda = sys.argv[-8]
-order = sys.argv[-7]
-mean = sys.argv[-6]
-sigma = sys.argv[-5]
-min = sys.argv[-4]
-max = sys.argv[-3]
-insertion = sys.argv[-2]
+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)
-bit_depth = image_plus.getBitDepth()
 image_type = image_plus.getType()
+is32BITS_GREY = image_type == ImagePlus.GRAY32
 # Create an ImagePlus object for the image.
 image_plus_copy = image_plus.duplicate()
-# Make a copy of the image.
-image_processor_copy = image_plus_copy.getProcessor()
 
 # Perform the analysis on the ImagePlus object.
-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=&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=&radius threshold=&threshold which=&which_outliers",
-    )
-elif noise == "remove_nans":
-    IJ.run(image_plus_copy, "Remove NaNs", "")
-elif noise == "rof_denoise":
-    IJ.run(image_plus_copy, "ROF Denoise", "")
-elif noise == "randomj":
-    if randomj == "randomj_binomial":
+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,
-            "RandomJ Binomial",
-            "trials=&trials probability=&probability insertion=&insertion",
-        )
-    elif randomj == "randomj_exponential":
-        IJ.run(
-            image_plus_copy,
-            "RandomJ Exponential",
-            "lambda=&lammbda insertion=&insertion",
+            "Remove Outliers...",
+            "radius=%s threshold=%s which=%s" % (radius, threshold, which_outliers)
         )
-    elif randomj == "randomj_gamma":
-        IJ.run(image_plus_copy, "RandomJ Gamma", "order=&order insertion=&insertion")
-    elif randomj == "randomj_gaussian":
-        IJ.run(
-            image_plus_copy,
-            "RandomJ Gaussian",
-            "mean=&mean sigma=&sigma insertion=&insertion",
-        )
-    elif randomj == "randomj_poisson":
-        IJ.run(image_plus_copy, "RandomJ Poisson", "mean=&mean insertion=&insertion")
-    elif randomj == "randomj_uniform":
-        IJ.run(
-            image_plus_copy, "RandomJ Uniform", "min=&min max=&max insertion=&insertion"
-        )
-
+    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)
--- a/imagej2_shadows_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_shadows_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -4,7 +4,6 @@
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-5]
 input_file = sys.argv[-4]
 direction = sys.argv[-3]
 tmp_output_path = sys.argv[-2]
--- a/imagej2_sharpen_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_sharpen_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -4,7 +4,6 @@
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-4]
 input_file = sys.argv[-3]
 tmp_output_path = sys.argv[-2]
 output_datatype = sys.argv[-1]
--- a/imagej2_skeletonize3d_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_skeletonize3d_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -4,7 +4,6 @@
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-5]
 input_file = sys.argv[-4]
 black_background = sys.argv[-3] == "yes"
 tmp_output_path = sys.argv[-2]
--- a/imagej2_smooth_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_smooth_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -4,7 +4,6 @@
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-4]
 input = sys.argv[-3]
 tmp_output_path = sys.argv[-2]
 output_datatype = sys.argv[-1]
--- a/imagej2_watershed_binary_jython_script.py	Sun Nov 05 14:23:08 2023 +0000
+++ b/imagej2_watershed_binary_jython_script.py	Wed Sep 25 16:07:20 2024 +0000
@@ -4,7 +4,6 @@
 
 # Fiji Jython interpreter implements Python 2.5 which does not
 # provide support for argparse.
-error_log = sys.argv[-5]
 input = sys.argv[-4]
 black_background = sys.argv[-3] == "yes"
 tmp_output_path = sys.argv[-2]
@@ -30,7 +29,7 @@
     IJ.run(input_image_plus_copy, "Make Binary", "")
 
 # Run the command.
-IJ.run(input_image_plus_copy, "Watershed", "")
+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 test-data/add_specified_noise.gif has changed
Binary file test-data/analyze_particles_bareoutlines.gif has changed
Binary file test-data/analyze_particles_masks.gif has changed
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
+++ b/test-data/analyze_particles_rois.tabular	Wed Sep 25 16:07:20 2024 +0000
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Binary file test-data/blobs_crop_width50.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
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
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+Y 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 16:07:20 2024 +0000
@@ -0,0 +1,294 @@
+Width=144
+Height=144
+
+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
+++ b/test-data/confocal_analyze_particles_rois.tabular	Wed Sep 25 16:07:20 2024 +0000
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Binary file test-data/dot_blot.jpg has changed
Binary file test-data/dot_blot.png has changed
Binary file test-data/dot_blot.tiff has changed
Binary file test-data/elastic_trans_registered_source1.png has changed
Binary file test-data/gaussian_blur.gif 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_full.txt	Wed Sep 25 16:07:20 2024 +0000
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+Y Trans -----------------------------------
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+   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 16:07:20 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
--- a/test-data/shortest_branch_all_yes.tabular	Sun Nov 05 14:23:08 2023 +0000
+++ b/test-data/shortest_branch_all_yes.tabular	Wed Sep 25 16:07:20 2024 +0000
@@ -2,7 +2,7 @@
 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	9.176	61	9	96.113	277.930	161	0	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
@@ -18,7 +18,7 @@
 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	23.182	2	0	58.385	100.770	92	174	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
@@ -27,15 +27,15 @@
 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	5.803	65	37	34.142	352.779	279	50	0
-96	43	31	104	373	6.437	25	11	34.142	212.675	192	110	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	9.834	10	1	20.728	116.633	207	123	0
-5	2	4	2	44	12.285	2	0	26.799	52.184	176	174	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
@@ -150,7 +150,7 @@
 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	5.956	6	0	20.899	68.184	309	78	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
--- a/test-data/shortest_branch_basic.tabular	Sun Nov 05 14:23:08 2023 +0000
+++ b/test-data/shortest_branch_basic.tabular	Wed Sep 25 16:07:20 2024 +0000
@@ -2,7 +2,7 @@
 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	9.176	61	9	96.113
+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
@@ -18,7 +18,7 @@
 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	23.182	2	0	58.385
+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
@@ -27,15 +27,15 @@
 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	5.803	65	37	34.142
-96	43	31	104	373	6.437	25	11	34.142
+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	9.834	10	1	20.728
-5	2	4	2	44	12.285	2	0	26.799
+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
@@ -150,7 +150,7 @@
 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	5.956	6	0	20.899
+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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/source_elastic_transformation_forced1cpu_out_full.txt	Wed Sep 25 16:07:20 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_full.txt	Wed Sep 25 16:07:20 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 -----------------------------------
+  -20.613508471150247    -17.30904642115659   -13.074039899257977    -12.82208593159747   -21.466781544318113   -31.576707217758816     -35.7204434322585 
+   15.694660075623595    29.090244174855332     99.26325690063715     65.87761638249009     60.80790866211655     7.118793613938786   -2.7030258778256626 
+     48.4395231974389    20.580542086433006    123.69933199668453     35.70058582463237     48.91160104418716    49.319772349263886     28.24944770390918 
+      79.139639872897    28.260304680883564    39.217991856988554     96.98206627187832    122.99790587109494      81.5469103601955     58.57040400869205 
+   112.30429273541326    -31.84451342578042    150.53549831852334     93.43230937892993    105.20787588035367     55.33493688123222     89.69326973226897 
+   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/target_elastic_transformation_forced1cpu_out_full.txt	Wed Sep 25 16:07:20 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_full.txt	Wed Sep 25 16:07:20 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 
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_index1_full.txt	Wed Sep 25 16:07:20 2024 +0000
@@ -0,0 +1,1 @@
+33.63863677975145
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/warping_index_raw_full.txt	Wed Sep 25 16:07:20 2024 +0000
@@ -0,0 +1,1 @@
+66.40622051430596