Mercurial > repos > imgteam > imagej2_bunwarpj_compare_elastic

annotate imagej2_noise_jython_script.py @ 3:f9f2d9746a01 draft default tip

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
author imgteam
date Wed, 25 Sep 2024 16:12:07 +0000
parents 42ba21dc9ea6
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
0
b95f87118c6f "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
1 import sys
1
125641435c4b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
2
3
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
3 from ij import IJ, ImagePlus
0
b95f87118c6f "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
4
b95f87118c6f "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
5 # Fiji Jython interpreter implements Python 2.5 which does not
b95f87118c6f "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
6 # provide support for argparse.
3
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
7 input_file = sys.argv[-8]
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
8 image_datatype = sys.argv[-7]
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
9 noise = sys.argv[-6]
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
10 standard_deviation = sys.argv[-5]
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
11 radius = sys.argv[-4]
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
12 threshold = sys.argv[-3]
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
13 which_outliers = sys.argv[-2]
1
125641435c4b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
14 tmp_output_path = sys.argv[-1]
0
b95f87118c6f "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
15
b95f87118c6f "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
16 # Open the input image file.
1
125641435c4b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
17 image_plus = IJ.openImage(input_file)
0
b95f87118c6f "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
18 image_type = image_plus.getType()
3
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
19 is32BITS_GREY = image_type == ImagePlus.GRAY32
0
b95f87118c6f "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
20 # Create an ImagePlus object for the image.
b95f87118c6f "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
21 image_plus_copy = image_plus.duplicate()
b95f87118c6f "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
22
b95f87118c6f "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
23 # Perform the analysis on the ImagePlus object.
3
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
24 try:
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
25 if noise == "add_noise":
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
26 IJ.run(image_plus_copy, "Add Noise", "")
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
27 elif noise == "add_specified_noise":
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
28 IJ.run(image_plus_copy, "Add Specified Noise...", "standard=%s" % standard_deviation)
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
29 elif noise == "salt_and_pepper":
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
30 IJ.run(image_plus_copy, "Salt and Pepper", "")
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
31 elif noise == "despeckle":
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
32 IJ.run(image_plus_copy, "Despeckle", "")
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
33 elif noise == "remove_outliers":
2
42ba21dc9ea6 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
34 IJ.run(
42ba21dc9ea6 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
35 image_plus_copy,
3
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
36 "Remove Outliers...",
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
37 "radius=%s threshold=%s which=%s" % (radius, threshold, which_outliers)
2
42ba21dc9ea6 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
38 )
3
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
39 elif noise == "remove_nans":
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
40 if is32BITS_GREY:
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
41 IJ.run(image_plus_copy, "Remove NaNs...", "")
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
42 else:
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
43 raise Exception("Remove NaNs can only be applied to 32bits grey images.")
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
44 elif noise == "rof_denoise":
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
45 if is32BITS_GREY:
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
46 IJ.run(image_plus_copy, "ROF Denoise", "")
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
47 else:
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
48 raise Exception("ROF Denoise can only be applied to 32bits grey images.")
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
49 except Exception as e:
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
50 # This is due to some operations like remove_outliers and despeckle which block the script
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
51 print(e)
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
52 exit(1)
1
125641435c4b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
53 # Save the ImagePlus object as a new image.
125641435c4b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
54 IJ.saveAs(image_plus_copy, image_datatype, tmp_output_path)
3
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
55 # This is due to some operations like remove_outliers and despeckle which block the script
f9f2d9746a01 planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 8f49f3c66b5a1de99ec15e65c2519a56792f1d56
imgteam
parents: 2
diff changeset
56 exit(0)