# HG changeset patch # User imgteam # Date 1563905227 14400 # Node ID 70316d792fc96f8913149fbed806bec56650f147 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/2d_histogram_equalization/ commit 767d7fec860d01468701c4e6dc270a7f1c74d53c diff -r 000000000000 -r 70316d792fc9 histogram_equalization.py --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/histogram_equalization.py Tue Jul 23 14:07:07 2019 -0400 @@ -0,0 +1,23 @@ +import argparse +import os +import sys +import skimage.io +import skimage.exposure +import skimage.util + +hOptions = { + 'default' : lambda img_raw: skimage.exposure.equalize_hist(img_raw), + 'clahe' : lambda img_raw: skimage.exposure.equalize_adapthist(img_raw) +} + +if __name__ == "__main__": + parser = argparse.ArgumentParser(description='Histogram equalization') + parser.add_argument('input_file', type=argparse.FileType('r'), default=sys.stdin, help='input file') + parser.add_argument('out_file', type=argparse.FileType('w'), default=sys.stdin, help='out file (TIFF)') + parser.add_argument('h_type', choices=hOptions.keys(), help='histogram equalization method') + args = parser.parse_args() + + img_in = skimage.io.imread(args.input_file.name) + res = hOptions[args.h_type](img_in) + res = skimage.util.img_as_uint(res) + skimage.io.imsave(args.out_file.name, res, plugin="tifffile") diff -r 000000000000 -r 70316d792fc9 histogram_equalization.xml --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/histogram_equalization.xml Tue Jul 23 14:07:07 2019 -0400 @@ -0,0 +1,37 @@ + + automatic histogram equalization + + scikit-image + numpy + pillow + tifffile + + + + + + + + + + + + + + + + + + + + + + + Applies histogram equalization to an image. + + + 10.1016/j.jbiotec.2017.07.019 + + diff -r 000000000000 -r 70316d792fc9 test-data/out.tif Binary file test-data/out.tif has changed diff -r 000000000000 -r 70316d792fc9 test-data/sample.tif Binary file test-data/sample.tif has changed