Mercurial > repos > imgteam > imagej2_sharpen

annotate imagej2_noise_jython_script.py @ 2:49e29abe0fce draft

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 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
author imgteam
date Sun, 05 Nov 2023 10:49:30 +0000
parents 4c43ba752312
children 418b1fa32b83
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
0
a84f2cbf091b "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
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
2
0
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
3 from ij import IJ
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
4
a84f2cbf091b "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
a84f2cbf091b "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.
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
7 error_log = sys.argv[-19]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
8 input_file = sys.argv[-18]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
9 image_datatype = sys.argv[-17]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
10 noise = sys.argv[-16]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
11 standard_deviation = sys.argv[-15]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
12 radius = sys.argv[-14]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
13 threshold = sys.argv[-13]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
14 which_outliers = sys.argv[-12]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
15 randomj = sys.argv[-11]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
16 trials = sys.argv[-10]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
17 probability = sys.argv[-9]
0
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
18 # Note the spelling - so things don't get confused due to Python lambda function.
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
19 lammbda = sys.argv[-8]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
20 order = sys.argv[-7]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
21 mean = sys.argv[-6]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
22 sigma = sys.argv[-5]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
23 min = sys.argv[-4]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
24 max = sys.argv[-3]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
25 insertion = sys.argv[-2]
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
26 tmp_output_path = sys.argv[-1]
0
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
27
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
28 # Open the input image file.
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
29 image_plus = IJ.openImage(input_file)
0
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
30 bit_depth = image_plus.getBitDepth()
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
31 image_type = image_plus.getType()
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
32 # Create an ImagePlus object for the image.
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
33 image_plus_copy = image_plus.duplicate()
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
34 # Make a copy of the image.
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
35 image_processor_copy = image_plus_copy.getProcessor()
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
36
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
37 # Perform the analysis on the ImagePlus object.
2
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
38 if noise == "add_noise":
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
39 IJ.run(image_plus_copy, "Add Noise", "")
2
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
40 elif noise == "add_specified_noise":
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
41 IJ.run(image_plus_copy, "Add Specified Noise", "standard=&standard_deviation")
2
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
42 elif noise == "salt_and_pepper":
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
43 IJ.run(image_plus_copy, "Salt and Pepper", "")
2
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
44 elif noise == "despeckle":
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
45 IJ.run(image_plus_copy, "Despeckle", "")
2
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
46 elif noise == "remove_outliers":
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
47 IJ.run(
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
48 image_plus_copy,
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
49 "Remove Outliers",
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
50 "radius=&radius threshold=&threshold which=&which_outliers",
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
51 )
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
52 elif noise == "remove_nans":
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
53 IJ.run(image_plus_copy, "Remove NaNs", "")
2
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
54 elif noise == "rof_denoise":
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
55 IJ.run(image_plus_copy, "ROF Denoise", "")
2
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
56 elif noise == "randomj":
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
57 if randomj == "randomj_binomial":
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
58 IJ.run(
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
59 image_plus_copy,
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
60 "RandomJ Binomial",
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
61 "trials=&trials probability=&probability insertion=&insertion",
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
62 )
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
63 elif randomj == "randomj_exponential":
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
64 IJ.run(
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
65 image_plus_copy,
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
66 "RandomJ Exponential",
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
67 "lambda=&lammbda insertion=&insertion",
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
68 )
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
69 elif randomj == "randomj_gamma":
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
70 IJ.run(image_plus_copy, "RandomJ Gamma", "order=&order insertion=&insertion")
2
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
71 elif randomj == "randomj_gaussian":
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
72 IJ.run(
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
73 image_plus_copy,
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
74 "RandomJ Gaussian",
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
75 "mean=&mean sigma=&sigma insertion=&insertion",
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
76 )
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
77 elif randomj == "randomj_poisson":
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
78 IJ.run(image_plus_copy, "RandomJ Poisson", "mean=&mean insertion=&insertion")
2
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
79 elif randomj == "randomj_uniform":
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
80 IJ.run(
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
81 image_plus_copy, "RandomJ Uniform", "min=&min max=&max insertion=&insertion"
49e29abe0fce planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 57a0433defa3cbc37ab34fbb0ebcfaeb680db8d5
imgteam
parents: 1
diff changeset
82 )
0
a84f2cbf091b "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
parents:
diff changeset
83
1
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
84 # Save the ImagePlus object as a new image.
4c43ba752312 "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents: 0
diff changeset
85 IJ.saveAs(image_plus_copy, image_datatype, tmp_output_path)