# HG changeset patch # User imgteam # Date 1549740673 18000 # Node ID cb1eaebdb4c4e513535f220790c404be0f72a9dc planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binaryimage2points/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581 diff -r 000000000000 -r cb1eaebdb4c4 binaryimage2points.py --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/binaryimage2points.py Sat Feb 09 14:31:13 2019 -0500 @@ -0,0 +1,53 @@ +import argparse +import sys +import pandas as pd +import skimage.io +from skimage.measure import label +from skimage.data import checkerboard +import numpy as np +import warnings + + + +def binaryimage2points(input_file): + # ignore warnings that arise when importing a package that was compiled against an older version of numpy than installed; https://github.com/numpy/numpy/pull/432 + warnings.filterwarnings("ignore") + + img_in = skimage.io.imread(input_file, plugin='tifffile') + + #make label image + label = skimage.measure.label(img_in) + + #amount of regions + amount_label = np.max(label) + + # iterate over all regions in order to calc center of mass + center_mass = [] + for i in range(1,amount_label+1): + #get coordinates of region + coord = np.where(label==i) + # be carefull with x,y coordinates + center_mass.append([np.mean(coord[1]),np.mean(coord[0])]) + + #make data frame of detections + out_dataFrame = pd.DataFrame(center_mass) + + + #return + return(out_dataFrame) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('input_file', help='input file') + parser.add_argument('out_file', help='out file (TSV)') + + args = parser.parse_args() + input_file = args.input_file + out_file = args.out_file + + #TOOL + out_dataFrame = binaryimage2points(input_file) + + #Print to csv file + out_dataFrame.to_csv(out_file, index=False, header=False, sep="\t") diff -r 000000000000 -r cb1eaebdb4c4 binaryimage2points.xml --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/binaryimage2points.xml Sat Feb 09 14:31:13 2019 -0500 @@ -0,0 +1,32 @@ + + Converts Binary Image to Points + + numpy + scikit-image + pandas + + + + + + + + + + + + + + + + + + **What it does** + + This tool converts an image to points. + + 10.7717/peerj.453 + + diff -r 000000000000 -r cb1eaebdb4c4 test-data/galaxyIcon_noText.tif Binary file test-data/galaxyIcon_noText.tif has changed diff -r 000000000000 -r cb1eaebdb4c4 test-data/points.tsv --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/points.tsv Sat Feb 09 14:31:13 2019 -0500 @@ -0,0 +1,1 @@ +11.755597014925373 10.404850746268657