From ae685075e127d3537298f40cfc1d30fe6131616a Mon Sep 17 00:00:00 2001 From: spotter Date: Tue, 26 Feb 2013 16:25:42 +0100 Subject: [PATCH 01/25] ENH: Adding color deconvolution method to convert to an Haematoxylin-Eosin-DAB colorspace --- skimage/color/colorconv.py | 51 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 51 insertions(+) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 4186682d..b6245006 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -312,6 +312,17 @@ gray_from_rgb = np.array([[0.2125, 0.7154, 0.0721], # CIE LAB constants for Observer= 2A, Illuminant= D65 lab_ref_white = np.array([0.95047, 1., 1.08883]) + +# Haematoxylin-Eosin-DAB colorspace +# From original Ruifrok's paper: A. C. Ruifrok and D. A. Johnston, +# “Quantification of histochemical staining by color deconvolution.,” +# Analytical and quantitative cytology and histology / the International +# Academy of Cytology [and] American Society of Cytology, vol. 23, no. 4, +# pp. 291–9, Aug. 2001. +hed_from_rgb = np.asarray([[0.65, 0.70, 0.29], + [0.07, 0.99, 0.11], + [0.27, 0.57, 0.78]]) + #------------------------------------------------------------- # The conversion functions that make use of the matrices above #------------------------------------------------------------- @@ -721,3 +732,43 @@ def lab2rgb(lab): This function uses lab2xyz and xyz2rgb. """ return xyz2rgb(lab2xyz(lab)) + + +def rgb2hed(rgb): + """RGB to Haematoxylin-Eosin-DAB (HED) color space conversion. + + Parameters + ---------- + rgb : array_like + The image in RGB format, in a 3-D array of shape (.., .., 3). + + Returns + ------- + out : ndarray + The image in HED format, in a 3-D array of shape (.., .., 3). + + Raises + ------ + ValueError + If `rgb` is not a 3-D array of shape (.., .., 3). + + References + ---------- + .. [1] A. C. Ruifrok and D. A. Johnston, “Quantification of histochemical + staining by color deconvolution.,” Analytical and quantitative + cytology and histology / the International Academy of Cytology [and] + American Society of Cytology, vol. 23, no. 4, pp. 291–9, Aug. 2001. + + Examples + -------- + >>> from skimage import data + >>> from skimage.color import rgb2xyz, xyz2lab + >>> ihc = data.ihc() + >>> ihc_hed = rgb2hed(ihc) + """ + arr = _prepare_colorarray(rgb) + + # convert to optical densities + arr = -np.log(arr) + + return _convert(hed_from_rgb, arr) From 306c886ad6687e7c987cfe1f5e0c5ac055b7134d Mon Sep 17 00:00:00 2001 From: spotter Date: Tue, 26 Feb 2013 17:26:12 +0100 Subject: [PATCH 02/25] ENH: Added an Immunohistochemical image example --- skimage/data/__init__.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/skimage/data/__init__.py b/skimage/data/__init__.py index d2fba7db..fbd54bd6 100644 --- a/skimage/data/__init__.py +++ b/skimage/data/__init__.py @@ -127,3 +127,21 @@ def clock(): """ return load("clock_motion.png") + + +def ihc(): + """Immunohistochemical staining with Haematoxylin-Eosin counterstaining. + + This picture is an example of immunohistochemical staining with + Haematoxylin-Eosin counterstaining. + + Notes + ----- + This image was downloaded from the + `Laboratory of Image Synthesis and Analysis (LISA) of the ULB + `__. + + No known copyright restrictions. + + """ + return load("http://lisa.ulb.ac.be/images/Rp042826d.jpg") From 997870ce239f38f4d2f241bc8b8b381b8145abd9 Mon Sep 17 00:00:00 2001 From: spotter Date: Tue, 26 Feb 2013 17:58:41 +0100 Subject: [PATCH 03/25] FIX: the rgb2hed function. Legal issues regarding the ihc image. ENH: added the hed2rgb function. --- skimage/color/colorconv.py | 59 +++++++++++++++++++++++++++++++------ skimage/data/__init__.py | 9 ++---- skimage/data/ihc.jpg | Bin 0 -> 274001 bytes 3 files changed, 53 insertions(+), 15 deletions(-) create mode 100644 skimage/data/ihc.jpg diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index b6245006..28ebdc88 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -53,7 +53,7 @@ __docformat__ = "restructuredtext en" import numpy as np from scipy import linalg from ..util import dtype - +from deconvolution import deconvolveHDAB as deconvolve def is_rgb(image): """Test whether the image is RGB or RGBA. @@ -319,9 +319,10 @@ lab_ref_white = np.array([0.95047, 1., 1.08883]) # Analytical and quantitative cytology and histology / the International # Academy of Cytology [and] American Society of Cytology, vol. 23, no. 4, # pp. 291–9, Aug. 2001. -hed_from_rgb = np.asarray([[0.65, 0.70, 0.29], - [0.07, 0.99, 0.11], - [0.27, 0.57, 0.78]]) +rgb_from_hed = np.array([[0.65, 0.70, 0.29], + [0.07, 0.99, 0.11], + [0.27, 0.57, 0.78]]) +hed_from_rgb = linalg.inv(rgb_from_hed) #------------------------------------------------------------- # The conversion functions that make use of the matrices above @@ -752,6 +753,7 @@ def rgb2hed(rgb): ValueError If `rgb` is not a 3-D array of shape (.., .., 3). + References ---------- .. [1] A. C. Ruifrok and D. A. Johnston, “Quantification of histochemical @@ -762,13 +764,52 @@ def rgb2hed(rgb): Examples -------- >>> from skimage import data - >>> from skimage.color import rgb2xyz, xyz2lab + >>> from skimage.color import rgb2hed >>> ihc = data.ihc() >>> ihc_hed = rgb2hed(ihc) """ - arr = _prepare_colorarray(rgb) + rgb = dtype.img_as_ubyte(rgb) + arr = [1, 1, 1] - (np.log(rgb + [1, 1, 1]) / np.log(255)) + row = np.reshape(arr, (-1,3)) + scaled = np.dot(row, hed_from_rgb) + scaled[scaled < 0] = 0 + scaled[scaled > 1] = 1 + return np.reshape(scaled, rgb.shape) - # convert to optical densities - arr = -np.log(arr) - return _convert(hed_from_rgb, arr) +def hed2rgb(hed): + """Haematoxylin-Eosin-DAB (HED) to RGB color space conversion. + + Parameters + ---------- + hed : array_like + The image in HED format, in a 3-D array of shape (.., .., 3). + + Returns + ------- + out : ndarray + The image in HED format, in a 3-D array of shape (.., .., 3). + + Raises + ------ + ValueError + If `hed` is not a 3-D array of shape (.., .., 3). + + References + ---------- + .. [1] A. C. Ruifrok and D. A. Johnston, “Quantification of histochemical + staining by color deconvolution.,” Analytical and quantitative + cytology and histology / the International Academy of Cytology [and] + American Society of Cytology, vol. 23, no. 4, pp. 291–9, Aug. 2001. + + Examples + -------- + >>> from skimage import data + >>> from skimage.color import rgb2hed, hed2rgb + >>> ihc = data.ihc() + >>> ihc_hed = rgb2hed(ihc) + >>> ihc_rgb = hed2rgb(ihc_hed) + """ + hed = dtype.img_as_float(hed) + rgb = np.exp(-np.dot(np.reshape(hed * np.log(255), (-1,3)) , rgb_from_hed)) + return np.reshape(rgb, hed.shape) diff --git a/skimage/data/__init__.py b/skimage/data/__init__.py index fbd54bd6..320b78bb 100644 --- a/skimage/data/__init__.py +++ b/skimage/data/__init__.py @@ -135,13 +135,10 @@ def ihc(): This picture is an example of immunohistochemical staining with Haematoxylin-Eosin counterstaining. - Notes - ----- - This image was downloaded from the - `Laboratory of Image Synthesis and Analysis (LISA) of the ULB - `__. + This image was acquired at the Center for Microscopy And Molecular Imaging + (CMMI). No known copyright restrictions. 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z(P>b6GNg{q!cQ*ANKw0QU%*wMU|JeU37=ql&%x7M&Ji*;_75bSZ3lwhx+ z^%cTNANF>p@FCp0yN-FUK!5d6{cD2Nf8;p-0PhOs#U*7fw>QJRS~k)!_NY%MXspYK zfL3+k)bK@W#s2^vk^ca?D>~=>RG(T?OPMjn=w!!nDVOJR#C{YK(iH`cTfIjg`sVu7 ziT<)b#I^pwyQ zFJft}BrhQ$KIj9bbJ|K5)L(JQUWdJO*FW*+Kl$%m=8yjXAsN3K)(=KYHk#Hcq;TpE z0PRhHEF>r#XOC*KpX+4$3a&ra53NjFdJUH2cNkFT8K~}{SuLej%>c0P*tQ?;6(8f8*^x59Lm4-MB>FgH5)zm1acA#{l#dssKA#zG|%h z0P51LkGi$Y+k2KhqYEDVo!h$lRu;5^TVW%02Djw@08l=)g{uDm$CvyF{{T9uKY0YU zB+=nXEd)#f4W6}X!Y1;j+WSvJLiH66iTta0IQyy{w5?ez=AS)!tuAYNw*k{ xNl->|DO>$apIQ(4<^KS7pkt#e Date: Thu, 28 Feb 2013 16:26:57 +0100 Subject: [PATCH 04/25] ENH: Added rgb2hed and hed2rgb to __all__ list --- skimage/color/colorconv.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 28ebdc88..858fe619 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -45,7 +45,8 @@ from __future__ import division __all__ = ['convert_colorspace', 'rgb2hsv', 'hsv2rgb', 'rgb2xyz', 'xyz2rgb', 'rgb2rgbcie', 'rgbcie2rgb', 'rgb2grey', 'rgb2gray', 'gray2rgb', - 'xyz2lab', 'lab2xyz', 'lab2rgb', 'rgb2lab', 'is_rgb', 'is_gray' + 'xyz2lab', 'lab2xyz', 'lab2rgb', 'rgb2lab', 'rgb2hed', 'hed2rgb', + 'is_rgb', 'is_gray' ] __docformat__ = "restructuredtext en" From b065580c0aa6ce7cf47672ae02baa1a99cf8f53d Mon Sep 17 00:00:00 2001 From: spotter Date: Thu, 28 Feb 2013 17:31:52 +0100 Subject: [PATCH 05/25] FIX: Simplified deconvolution equations --- skimage/color/colorconv.py | 22 +++++++++------------- 1 file changed, 9 insertions(+), 13 deletions(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 858fe619..4e46a2a5 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -320,9 +320,9 @@ lab_ref_white = np.array([0.95047, 1., 1.08883]) # Analytical and quantitative cytology and histology / the International # Academy of Cytology [and] American Society of Cytology, vol. 23, no. 4, # pp. 291–9, Aug. 2001. -rgb_from_hed = np.array([[0.65, 0.70, 0.29], - [0.07, 0.99, 0.11], - [0.27, 0.57, 0.78]]) +rgb_from_hed = np.array([[0.65, 0.70, 0.29], + [0.07, 0.99, 0.11], + [0.27, 0.57, 0.78]]) hed_from_rgb = linalg.inv(rgb_from_hed) #------------------------------------------------------------- @@ -769,13 +769,9 @@ def rgb2hed(rgb): >>> ihc = data.ihc() >>> ihc_hed = rgb2hed(ihc) """ - rgb = dtype.img_as_ubyte(rgb) - arr = [1, 1, 1] - (np.log(rgb + [1, 1, 1]) / np.log(255)) - row = np.reshape(arr, (-1,3)) - scaled = np.dot(row, hed_from_rgb) - scaled[scaled < 0] = 0 - scaled[scaled > 1] = 1 - return np.reshape(scaled, rgb.shape) + rgb = rgb.astype(float) + 1 + hed = np.dot(np.reshape(-np.log(rgb), (-1,3)), hed_from_rgb) + return np.reshape(hed, rgb.shape) def hed2rgb(hed): @@ -811,6 +807,6 @@ def hed2rgb(hed): >>> ihc_hed = rgb2hed(ihc) >>> ihc_rgb = hed2rgb(ihc_hed) """ - hed = dtype.img_as_float(hed) - rgb = np.exp(-np.dot(np.reshape(hed * np.log(255), (-1,3)) , rgb_from_hed)) - return np.reshape(rgb, hed.shape) + logrgb1 = np.dot(-np.reshape(hed, (-1,3)) , rgb_from_hed) + rgb1 = np.exp(logrgb1) + return np.reshape(rgb1 - 1, hed.shape) From 3e6e6905903319cea7ce2e6d37c951b48dabaa27 Mon Sep 17 00:00:00 2001 From: spotter Date: Fri, 1 Mar 2013 11:50:10 +0100 Subject: [PATCH 06/25] ENH: Added a short test to validate rgb2hed and hed2rgb conversion --- skimage/color/tests/test_colorconv.py | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/skimage/color/tests/test_colorconv.py b/skimage/color/tests/test_colorconv.py index 962fa9fc..e49443fc 100644 --- a/skimage/color/tests/test_colorconv.py +++ b/skimage/color/tests/test_colorconv.py @@ -121,6 +121,19 @@ class TestColorconv(TestCase): img_rgb = img_as_float(self.img_rgb) assert_array_almost_equal(xyz2rgb(rgb2xyz(img_rgb)), img_rgb) + # RGB<->HED roundtrip + def test_hed_rgb_roundtrip(self): + test = np.array([[[97, 105, 152], + [217, 187, 225], + [117, 107, 168]], + [[217, 187, 225], + [176, 135, 83], + [234, 144, 205]], + [[97, 105, 152], + [117, 107, 168], + [217, 187, 225]]], dtype=np.uint8) + assert_array_almost_equal(hed2rgb(rgb2hed(img_rgb)), img_rgb) + # RGB to RGB CIE def test_rgb2rgbcie_conversion(self): gt = np.array([[[ 0.1488856 , 0.18288098, 0.19277574], From 85b1795cdb141096999436e8912200e3a34b4c04 Mon Sep 17 00:00:00 2001 From: spotter Date: Fri, 1 Mar 2013 12:17:15 +0100 Subject: [PATCH 07/25] FIX: Removed unused dependency --- skimage/color/colorconv.py | 1 - 1 file changed, 1 deletion(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 4e46a2a5..96ef5f86 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -54,7 +54,6 @@ __docformat__ = "restructuredtext en" import numpy as np from scipy import linalg from ..util import dtype -from deconvolution import deconvolveHDAB as deconvolve def is_rgb(image): """Test whether the image is RGB or RGBA. From 40e7aee4de8e8a96a28b25f2fe0b4accc33ed84b Mon Sep 17 00:00:00 2001 From: Xavier Moles Lopez Date: Mon, 4 Mar 2013 10:50:17 +0100 Subject: [PATCH 08/25] FIX: Ran autopep8 on colorconv.py FIX: modified color.data.ihc function FIX: smaller ihc.jpg image --- skimage/color/colorconv.py | 5 +++-- skimage/data/ihc.jpg | Bin 274001 -> 231483 bytes 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 96ef5f86..0ff4c722 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -55,6 +55,7 @@ import numpy as np from scipy import linalg from ..util import dtype + def is_rgb(image): """Test whether the image is RGB or RGBA. @@ -769,7 +770,7 @@ def rgb2hed(rgb): >>> ihc_hed = rgb2hed(ihc) """ rgb = rgb.astype(float) + 1 - hed = np.dot(np.reshape(-np.log(rgb), (-1,3)), hed_from_rgb) + hed = np.dot(np.reshape(-np.log(rgb), (-1, 3)), hed_from_rgb) return np.reshape(hed, rgb.shape) @@ -806,6 +807,6 @@ def 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z(P>b6GNg{q!cQ*ANKw0QU%*wMU|JeU37=ql&%x7M&Ji*;_75bSZ3lwhx+ z^%cTNANF>p@FCp0yN-FUK!5d6{cD2Nf8;p-0PhOs#U*7fw>QJRS~k)!_NY%MXspYK zfL3+k)bK@W#s2^vk^ca?D>~=>RG(T?OPMjn=w!!nDVOJR#C{YK(iH`cTfIjg`sVu7 ziT<)b#I^pwyQ zFJft}BrhQ$KIj9bbJ|K5)L(JQUWdJO*FW*+Kl$%m=8yjXAsN3K)(=KYHk#Hcq;TpE z0PRhHEF>r#XOC*KpX+4$3a&ra53NjFdJUH2cNkFT8K~}{SuLej%>c0P*tQ?;6(8f8*^x59Lm4-MB>FgH5)zm1acA#{l#dssKA#zG|%h z0P51LkGi$Y+k2KhqYEDVo!h$lRu;5^TVW%02Djw@08l=)g{uDm$CvyF{{T9uKY0YU zB+=nXEd)#f4W6}X!Y1;j+WSvJLiH66iTta0IQyy{w5?ez=AS)!tuAYNw*k{ xNl->|DO>$apIQ(4<^KS7pkt#e Date: Mon, 4 Mar 2013 11:45:58 +0100 Subject: [PATCH 09/25] FIX: modified color.data.ihc docstring. --- skimage/data/__init__.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/skimage/data/__init__.py b/skimage/data/__init__.py index 320b78bb..a544179b 100644 --- a/skimage/data/__init__.py +++ b/skimage/data/__init__.py @@ -129,11 +129,12 @@ def clock(): return load("clock_motion.png") -def ihc(): - """Immunohistochemical staining with Haematoxylin-Eosin counterstaining. +def immunohistochemistry(): + """Immunohistochemical (IHC) staining with hematoxylin counterstaining. - This picture is an example of immunohistochemical staining with - Haematoxylin-Eosin counterstaining. + This picture shows colonic glands where the IHC expression of FHL2 protein + is revealed with DAB. Hematoxylin counterstaining is applied to enhance the + negative parts of the tissue. This image was acquired at the Center for Microscopy And Molecular Imaging (CMMI). From 7f5b331f22589093aa93e570f9a8a93868872923 Mon Sep 17 00:00:00 2001 From: Xavier Moles Lopez Date: Mon, 4 Mar 2013 12:04:44 +0100 Subject: [PATCH 10/25] FIX: import rgb2hed and hed2rgb in the test_colorconv script. --- skimage/color/tests/test_colorconv.py | 1 + 1 file changed, 1 insertion(+) diff --git a/skimage/color/tests/test_colorconv.py b/skimage/color/tests/test_colorconv.py index e49443fc..fec5c20d 100644 --- a/skimage/color/tests/test_colorconv.py +++ b/skimage/color/tests/test_colorconv.py @@ -21,6 +21,7 @@ from skimage.io import imread from skimage.color import ( rgb2hsv, hsv2rgb, rgb2xyz, xyz2rgb, + rgb2hed, hed2rgb, rgb2rgbcie, rgbcie2rgb, convert_colorspace, rgb2grey, gray2rgb, From 0a6b72bfe4f47b48e883591e61e43b0065793ea3 Mon Sep 17 00:00:00 2001 From: Xavier Moles Lopez Date: Mon, 4 Mar 2013 12:15:35 +0100 Subject: [PATCH 11/25] FIX: Fixed test_hed_rgb_roundtrip. --- skimage/color/tests/test_colorconv.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/skimage/color/tests/test_colorconv.py b/skimage/color/tests/test_colorconv.py index fec5c20d..7e76ded3 100644 --- a/skimage/color/tests/test_colorconv.py +++ b/skimage/color/tests/test_colorconv.py @@ -124,15 +124,15 @@ class TestColorconv(TestCase): # RGB<->HED roundtrip def test_hed_rgb_roundtrip(self): - test = np.array([[[97, 105, 152], - [217, 187, 225], - [117, 107, 168]], - [[217, 187, 225], - [176, 135, 83], - [234, 144, 205]], - [[97, 105, 152], - [117, 107, 168], - [217, 187, 225]]], dtype=np.uint8) + img_rgb = np.array([[[97, 105, 152], + [217, 187, 225], + [117, 107, 168]], + [[217, 187, 225], + [176, 135, 83], + [234, 144, 205]], + [[97, 105, 152], + [117, 107, 168], + [217, 187, 225]]], dtype=np.uint8) assert_array_almost_equal(hed2rgb(rgb2hed(img_rgb)), img_rgb) # RGB to RGB CIE From 7439fe96e854db26915b47bbb631b2459b2d4ba4 Mon Sep 17 00:00:00 2001 From: spotter Date: Thu, 7 Mar 2013 00:14:06 +0100 Subject: [PATCH 12/25] FIX: Testing for ubyte and float images. Input dtypes are converted beforehand. --- skimage/color/colorconv.py | 3 ++- skimage/color/tests/test_colorconv.py | 17 +++++++---------- 2 files changed, 9 insertions(+), 11 deletions(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 0ff4c722..8f44880c 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -769,7 +769,7 @@ def rgb2hed(rgb): >>> ihc = data.ihc() >>> ihc_hed = rgb2hed(ihc) """ - rgb = rgb.astype(float) + 1 + rgb = dtype.img_as_float(rgb) + 1 hed = np.dot(np.reshape(-np.log(rgb), (-1, 3)), hed_from_rgb) return np.reshape(hed, rgb.shape) @@ -807,6 +807,7 @@ def hed2rgb(hed): >>> ihc_hed = rgb2hed(ihc) >>> ihc_rgb = hed2rgb(ihc_hed) """ + hed = dtype.img_as_float(hed) logrgb1 = np.dot(-np.reshape(hed, (-1, 3)), rgb_from_hed) rgb1 = np.exp(logrgb1) return np.reshape(rgb1 - 1, hed.shape) diff --git a/skimage/color/tests/test_colorconv.py b/skimage/color/tests/test_colorconv.py index 7e76ded3..3171028d 100644 --- a/skimage/color/tests/test_colorconv.py +++ b/skimage/color/tests/test_colorconv.py @@ -122,17 +122,14 @@ class TestColorconv(TestCase): img_rgb = img_as_float(self.img_rgb) assert_array_almost_equal(xyz2rgb(rgb2xyz(img_rgb)), img_rgb) - # RGB<->HED roundtrip + # RGB<->HED roundtrip with ubyte image def test_hed_rgb_roundtrip(self): - img_rgb = np.array([[[97, 105, 152], - [217, 187, 225], - [117, 107, 168]], - [[217, 187, 225], - [176, 135, 83], - [234, 144, 205]], - [[97, 105, 152], - [117, 107, 168], - [217, 187, 225]]], dtype=np.uint8) + img_rgb = self.img_rgb + assert_array_almost_equal(hed2rgb(rgb2hed(img_rgb)), img_as_float(img_rgb)) + + # RGB<->HED roundtrip with float image + def test_hed_rgb_float_roundtrip(self): + img_rgb = img_as_float(self.img_rgb) assert_array_almost_equal(hed2rgb(rgb2hed(img_rgb)), img_rgb) # RGB to RGB CIE From 7c371e16623c1e0fb96e43e573ee72a8abc9c43f Mon Sep 17 00:00:00 2001 From: spotter Date: Fri, 8 Mar 2013 11:48:07 +0100 Subject: [PATCH 13/25] FIX: img_as_ubyte function threw ValueError due to floating point errors in hed2rgb function. Clipping the output of the hed2rgb function between 0 and 1 seems to correct the bug without affecting the conversion quality. --- skimage/color/colorconv.py | 4 +++- skimage/color/tests/test_colorconv.py | 4 ++-- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 8f44880c..73beba14 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -807,7 +807,9 @@ def hed2rgb(hed): >>> ihc_hed = rgb2hed(ihc) >>> ihc_rgb = hed2rgb(ihc_hed) """ + from ..exposure import rescale_intensity + hed = dtype.img_as_float(hed) logrgb1 = np.dot(-np.reshape(hed, (-1, 3)), rgb_from_hed) rgb1 = np.exp(logrgb1) - return np.reshape(rgb1 - 1, hed.shape) + return rescale_intensity(np.reshape(rgb1 - 1, hed.shape), in_range=(0, 1)) diff --git a/skimage/color/tests/test_colorconv.py b/skimage/color/tests/test_colorconv.py index 3171028d..ddbfa594 100644 --- a/skimage/color/tests/test_colorconv.py +++ b/skimage/color/tests/test_colorconv.py @@ -16,7 +16,7 @@ import os.path import numpy as np from numpy.testing import * -from skimage import img_as_float +from skimage import img_as_float, img_as_ubyte from skimage.io import imread from skimage.color import ( rgb2hsv, hsv2rgb, @@ -125,7 +125,7 @@ class TestColorconv(TestCase): # RGB<->HED roundtrip with ubyte image def test_hed_rgb_roundtrip(self): img_rgb = self.img_rgb - assert_array_almost_equal(hed2rgb(rgb2hed(img_rgb)), img_as_float(img_rgb)) + assert_equal(img_as_ubyte(hed2rgb(rgb2hed(img_rgb))), img_rgb) # RGB<->HED roundtrip with float image def test_hed_rgb_float_roundtrip(self): From f66c8b5e3b773eb93e67c390a1e557bb94803a02 Mon Sep 17 00:00:00 2001 From: spotter Date: Fri, 8 Mar 2013 15:59:40 +0100 Subject: [PATCH 14/25] ENH: Added example to the gallery for ihc staining separation --- doc/examples/plot_ihc_color_separation.py | 70 +++++++++++++++++++++++ 1 file changed, 70 insertions(+) create mode 100644 doc/examples/plot_ihc_color_separation.py diff --git a/doc/examples/plot_ihc_color_separation.py b/doc/examples/plot_ihc_color_separation.py new file mode 100644 index 00000000..674e77c9 --- /dev/null +++ b/doc/examples/plot_ihc_color_separation.py @@ -0,0 +1,70 @@ +""" +============================================== +Immunohistochemical staining colors separation +============================================== + +In this example we separate the immunohistochemical (IHC) staining +from the hematoxylin counterstaining. The separation is achieved with the +method described in [1], known as "color deconvolution". + +The IHC staining expression of the FHL2 protein is here revealed with +Diaminobenzidine (DAB) which gives a brown color. + + +.. [1] A. C. Ruifrok and D. A. Johnston, “Quantification of histochemical + staining by color deconvolution.,” Analytical and quantitative + cytology and histology / the International Academy of Cytology [and] + American Society of Cytology, vol. 23, no. 4, pp. 291–9, Aug. 2001. +""" +import matplotlib.pyplot as plt + +from skimage import data +from skimage.color import rgb2hed + +ihc_rgb = data.immunohistochemistry() +ihc_hed = rgb2hed(ihc_rgb) + +fig, axes = plt.subplots(2, 2, figsize=(7, 6)) +ax0, ax1, ax2, ax3 = axes.ravel() + +ax0.imshow(ihc_rgb) +ax0.set_title("Original image") + +ax1.imshow(ihc_hed[:, :, 0], cmap=plt.cm.gray) +ax1.set_title("Hematoxylin") + +ax2.imshow(ihc_hed[:, :, 1], cmap=plt.cm.gray) +ax2.set_title("Eosin") + +ax3.imshow(ihc_hed[:, :, 2], cmap=plt.cm.gray) +ax3.set_title("DAB") + +for ax in axes.ravel(): + ax.axis('off') + +fig.subplots_adjust(hspace=0.3) + + +""" +.. image:: PLOT2RST.current_figure + +Now we can easily manipulate the hematoxylin and DAB "channels": +""" +import numpy as np + +from skimage.exposure import rescale_intensity + +# Rescale hematoxylin and DAB signals and give them a fluorescence look +h = rescale_intensity(ihc_hed[:, :, 0], out_range=(0, 1)) +d = rescale_intensity(ihc_hed[:, :, 2], out_range=(0, 1)) +zdh = np.dstack((np.zeros_like(h), d, h)) + +plt.figure() +plt.imshow(zdh) +plt.title("Stain separated image (rescaled)") +plt.axis('off') +plt.show() + +""" +.. image:: PLOT2RST.current_figure +""" From 5b25e7e9611230650ccf9d110276af21e22082f1 Mon Sep 17 00:00:00 2001 From: spotter Date: Sat, 9 Mar 2013 13:23:36 +0100 Subject: [PATCH 15/25] FIX: Replaced non-ascii double quotes in Ruifrok reference. --- doc/examples/plot_ihc_color_separation.py | 4 ++-- skimage/color/colorconv.py | 10 +++++----- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/doc/examples/plot_ihc_color_separation.py b/doc/examples/plot_ihc_color_separation.py index 674e77c9..b6c9ddf7 100644 --- a/doc/examples/plot_ihc_color_separation.py +++ b/doc/examples/plot_ihc_color_separation.py @@ -11,8 +11,8 @@ The IHC staining expression of the FHL2 protein is here revealed with Diaminobenzidine (DAB) which gives a brown color. -.. [1] A. C. Ruifrok and D. A. Johnston, “Quantification of histochemical - staining by color deconvolution.,” Analytical and quantitative +.. [1] A. C. Ruifrok and D. A. Johnston, "Quantification of histochemical + staining by color deconvolution.," Analytical and quantitative cytology and histology / the International Academy of Cytology [and] American Society of Cytology, vol. 23, no. 4, pp. 291–9, Aug. 2001. """ diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 73beba14..072fc995 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -316,7 +316,7 @@ lab_ref_white = np.array([0.95047, 1., 1.08883]) # Haematoxylin-Eosin-DAB colorspace # From original Ruifrok's paper: A. C. Ruifrok and D. A. Johnston, -# “Quantification of histochemical staining by color deconvolution.,” +# "Quantification of histochemical staining by color deconvolution.," # Analytical and quantitative cytology and histology / the International # Academy of Cytology [and] American Society of Cytology, vol. 23, no. 4, # pp. 291–9, Aug. 2001. @@ -757,8 +757,8 @@ def rgb2hed(rgb): References ---------- - .. [1] A. C. Ruifrok and D. A. Johnston, “Quantification of histochemical - staining by color deconvolution.,” Analytical and quantitative + .. [1] A. C. Ruifrok and D. A. Johnston, "Quantification of histochemical + staining by color deconvolution.," Analytical and quantitative cytology and histology / the International Academy of Cytology [and] American Society of Cytology, vol. 23, no. 4, pp. 291–9, Aug. 2001. @@ -794,8 +794,8 @@ def hed2rgb(hed): References ---------- - .. [1] A. C. Ruifrok and D. A. Johnston, “Quantification of histochemical - staining by color deconvolution.,” Analytical and quantitative + .. [1] A. C. Ruifrok and D. A. Johnston, "Quantification of histochemical + staining by color deconvolution.," Analytical and quantitative cytology and histology / the International Academy of Cytology [and] American Society of Cytology, vol. 23, no. 4, pp. 291–9, Aug. 2001. From 0fd2f355b2e77db62a5480e256b011f0c0ed2d25 Mon Sep 17 00:00:00 2001 From: Xavier Moles Lopez Date: Mon, 11 Mar 2013 16:14:32 +0100 Subject: [PATCH 16/25] FIX: Link to Ruifrok reference --- doc/examples/plot_ihc_color_separation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/examples/plot_ihc_color_separation.py b/doc/examples/plot_ihc_color_separation.py index b6c9ddf7..02dc6761 100644 --- a/doc/examples/plot_ihc_color_separation.py +++ b/doc/examples/plot_ihc_color_separation.py @@ -5,7 +5,7 @@ Immunohistochemical staining colors separation In this example we separate the immunohistochemical (IHC) staining from the hematoxylin counterstaining. The separation is achieved with the -method described in [1], known as "color deconvolution". +method described in [1]_, known as "color deconvolution". The IHC staining expression of the FHL2 protein is here revealed with Diaminobenzidine (DAB) which gives a brown color. From 20f27345c3dfcbf1f7c4e5ca2482e94431a948bc Mon Sep 17 00:00:00 2001 From: spotter Date: Mon, 11 Mar 2013 23:54:06 +0100 Subject: [PATCH 17/25] FIX: rgb2hed and hed2rgb can work with both signed and unsigned image. --- skimage/color/colorconv.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 072fc995..586ef340 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -769,7 +769,7 @@ def rgb2hed(rgb): >>> ihc = data.ihc() >>> ihc_hed = rgb2hed(ihc) """ - rgb = dtype.img_as_float(rgb) + 1 + rgb = dtype.img_as_float(rgb) + 2 hed = np.dot(np.reshape(-np.log(rgb), (-1, 3)), hed_from_rgb) return np.reshape(hed, rgb.shape) @@ -812,4 +812,4 @@ def hed2rgb(hed): hed = dtype.img_as_float(hed) logrgb1 = np.dot(-np.reshape(hed, (-1, 3)), rgb_from_hed) rgb1 = np.exp(logrgb1) - return rescale_intensity(np.reshape(rgb1 - 1, hed.shape), in_range=(0, 1)) + return rescale_intensity(np.reshape(rgb1 - 2, hed.shape), in_range=(-1, 1)) From f48097c5cac34cbba6a048391da8fa486df38d36 Mon Sep 17 00:00:00 2001 From: spotter Date: Tue, 12 Mar 2013 16:06:32 +0100 Subject: [PATCH 18/25] FIX: fixed docstrings. ENH: Added new stain separation matrices. --- skimage/color/colorconv.py | 160 ++++++++++++++++++++++++++++++++++++- 1 file changed, 156 insertions(+), 4 deletions(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 586ef340..4d90b67c 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -325,6 +325,78 @@ rgb_from_hed = np.array([[0.65, 0.70, 0.29], [0.27, 0.57, 0.78]]) hed_from_rgb = linalg.inv(rgb_from_hed) +# Following matrices are adapted form the Java code written by G.Landini. +# The original code is available at: +# http://www.dentistry.bham.ac.uk/landinig/software/cdeconv/cdeconv.html + +# Hematoxylin + DAB +rgb_from_hdx = np.array([[0.650, 0.704, 0.286], + [0.268, 0.570, 0.776], + [0.0, 0.0, 0.0]]) +rgb_from_hdx[2, :] = np.cross(rgb_from_hdx[0, :], rgb_from_hdx[1, :]) +hdx_from_rgb = linalg.inv(rgb_from_hdx) + +# Feulgen + Light Green +rgb_from_fgx = np.array([[0.46420921, 0.83008335, 0.30827187], + [0.94705542, 0.25373821, 0.19650764], + [0.0, 0.0, 0.0]]) +rgb_from_fgx[2, :] = np.cross(rgb_from_fgx[0, :], rgb_from_fgx[1, :]) +fgx_from_rgb = linalg.inv(rgb_from_fgx) + +# Giemsa: Methyl Blue + Eosin +rgb_from_bex = np.array([[0.834750233, 0.513556283, 0.196330403], + [0.092789, 0.954111, 0.283111], + [0.0, 0.0, 0.0]]) +rgb_from_bex[2, :] = np.cross(rgb_from_bex[0, :], rgb_from_bex[1, :]) +bex_from_rgb = linalg.inv(rgb_from_bex) + +# FastRed + FastBlue + DAB +rgb_from_rbd = np.array([[0.21393921, 0.85112669, 0.47794022], + [0.74890292, 0.60624161, 0.26731082], + [0.268, 0.570, 0.776]]) +rbd_from_rgb = linalg.inv(rgb_from_rbd) + +# Methyl Green + DAB +rgb_from_gdx = np.array([[0.98003, 0.144316, 0.133146], + [0.268, 0.570, 0.776], + [0.0, 0.0, 0.0]]) +rgb_from_gdx[2, :] = np.cross(rgb_from_gdx[0, :], rgb_from_gdx[1, :]) +gdx_from_rgb = linalg.inv(rgb_from_gdx) + +# Hematoxylin + AEC +rgb_from_hax = np.array([[0.650, 0.704, 0.286], + [0.2743, 0.6796, 0.6803], + [0.0, 0.0, 0.0]]) +rgb_from_hax[2, :] = np.cross(rgb_from_hax[0, :], rgb_from_hax[1, :]) +hax_from_rgb = linalg.inv(rgb_from_hax) + +# Blue matrix Anilline Blue + Red matrix Azocarmine + Orange matrix Orange-G +rgb_from_bro = np.array([[0.853033, 0.508733, 0.112656], + [0.09289875, 0.8662008, 0.49098468], + [0.10732849, 0.36765403, 0.9237484]]) +bro_from_rgb = linalg.inv(rgb_from_bro) + +# Methyl Blue + Ponceau Fuchsin +rgb_from_bpx = np.array([[0.7995107, 0.5913521, 0.10528667], + [0.09997159, 0.73738605, 0.6680326], + [0.0, 0.0, 0.0]]) +rgb_from_bpx[2, :] = np.cross(rgb_from_bpx[0, :], rgb_from_bpx[1, :]) +bpx_from_rgb = linalg.inv(rgb_from_bpx) + +# Alcian Blue + Hematoxylin +rgb_from_ahx = np.array([[0.874622, 0.457711, 0.158256], + [0.552556, 0.7544, 0.353744], + [0.0, 0.0, 0.0]]) +rgb_from_ahx[2, :] = np.cross(rgb_from_ahx[0, :], rgb_from_ahx[1, :]) +ahx_from_rgb = linalg.inv(rgb_from_ahx) + +# Hematoxylin + PAS +rgb_from_hpx = np.array([[0.644211, 0.716556, 0.266844], + [0.175411, 0.972178, 0.154589], + [0.0, 0.0, 0.0]]) +rgb_from_hpx[2, :] = np.cross(rgb_from_hpx[0, :], rgb_from_hpx[1, :]) +hpx_from_rgb = linalg.inv(rgb_from_hpx) + #------------------------------------------------------------- # The conversion functions that make use of the matrices above #------------------------------------------------------------- @@ -766,7 +838,7 @@ def rgb2hed(rgb): -------- >>> from skimage import data >>> from skimage.color import rgb2hed - >>> ihc = data.ihc() + >>> ihc = data.immunohistochemistry() >>> ihc_hed = rgb2hed(ihc) """ rgb = dtype.img_as_float(rgb) + 2 @@ -780,12 +852,12 @@ def hed2rgb(hed): Parameters ---------- hed : array_like - The image in HED format, in a 3-D array of shape (.., .., 3). + The image in the HED color space, in a 3-D array of shape (.., .., 3). Returns ------- out : ndarray - The image in HED format, in a 3-D array of shape (.., .., 3). + The image in RGB, in a 3-D array of shape (.., .., 3). Raises ------ @@ -803,7 +875,7 @@ def hed2rgb(hed): -------- >>> from skimage import data >>> from skimage.color import rgb2hed, hed2rgb - >>> ihc = data.ihc() + >>> ihc = data.immunohistochemistry() >>> ihc_hed = rgb2hed(ihc) >>> ihc_rgb = hed2rgb(ihc_hed) """ @@ -813,3 +885,83 @@ def hed2rgb(hed): logrgb1 = np.dot(-np.reshape(hed, (-1, 3)), rgb_from_hed) rgb1 = np.exp(logrgb1) return rescale_intensity(np.reshape(rgb1 - 2, hed.shape), in_range=(-1, 1)) + + +def separate_stains(rgb, conv_matrix): + """RGB to stain color space conversion. + + Parameters + ---------- + rgb : array_like + The image in RGB format, in a 3-D array of shape (.., .., 3). + conv_matrix: ndarray + The stain separation matrix as described by G. Landini [1]_. + + Returns + ------- + out : ndarray + The image in stain color space, in a 3-D array of shape (.., .., 3). + + Raises + ------ + ValueError + If `rgb` is not a 3-D array of shape (.., .., 3). + + + References + ---------- + .. [1] http://www.dentistry.bham.ac.uk/landinig/software/cdeconv/cdeconv.html + + Examples + -------- + >>> from skimage import data + >>> from skimage.color import separate_stains + >>> from skimage.color.colorconv import hdx_from_rgb + >>> ihc = data.immunohistochemistry() + >>> ihc_hdx = separate_stains(ihc, hdx_from_rgb) + """ + rgb = dtype.img_as_float(rgb) + 2 + stains = np.dot(np.reshape(-np.log(rgb), (-1, 3)), conv_matrix) + return np.reshape(stains, rgb.shape) + + +def combine_stains(stains, conv_matrix): + """Haematoxylin-Eosin-DAB (HED) to RGB color space conversion. + + Parameters + ---------- + stains : array_like + The image in stain color space, in a 3-D array of shape (.., .., 3). + conv_matrix: ndarray + The stain separation matrix as described by G. Landini [1]_. + + Returns + ------- + out : ndarray + The image in RGB format, in a 3-D array of shape (.., .., 3). + + Raises + ------ + ValueError + If `stains` is not a 3-D array of shape (.., .., 3). + + References + ---------- + .. [1] http://www.dentistry.bham.ac.uk/landinig/software/cdeconv/cdeconv.html + + + Examples + -------- + >>> from skimage import data + >>> from skimage.color import separate_stains, combine_stains + >>> from skimage.color.colorconv import hdx_from_rgb, rgb_from_hdx + >>> ihc = data.immunohistochemistry() + >>> ihc_hdx = separate_stains(ihc, hdx_from_rgb) + >>> ihc_rgb = combine_stains(ihc_hdx, rgb_from_hdx) + """ + from ..exposure import rescale_intensity + + stains = dtype.img_as_float(stains) + logrgb2 = np.dot(-np.reshape(stains, (-1, 3)), conv_matrix) + rgb2 = np.exp(logrgb2) + return rescale_intensity(np.reshape(rgb2 - 2, stains.shape), in_range=(-1, 1)) From c43986d6d603f31b123b32b06e48b099e020ff5a Mon Sep 17 00:00:00 2001 From: spotter Date: Tue, 12 Mar 2013 16:15:41 +0100 Subject: [PATCH 19/25] ENH: Adding tests for new stain separation functions. --- skimage/color/colorconv.py | 1 + skimage/color/tests/test_colorconv.py | 18 ++++++++++++++++++ 2 files changed, 19 insertions(+) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 4d90b67c..2615d63e 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -46,6 +46,7 @@ from __future__ import division __all__ = ['convert_colorspace', 'rgb2hsv', 'hsv2rgb', 'rgb2xyz', 'xyz2rgb', 'rgb2rgbcie', 'rgbcie2rgb', 'rgb2grey', 'rgb2gray', 'gray2rgb', 'xyz2lab', 'lab2xyz', 'lab2rgb', 'rgb2lab', 'rgb2hed', 'hed2rgb', + 'separate_stains', 'combine_stains', 'is_rgb', 'is_gray' ] diff --git a/skimage/color/tests/test_colorconv.py b/skimage/color/tests/test_colorconv.py index ddbfa594..3365bb1c 100644 --- a/skimage/color/tests/test_colorconv.py +++ b/skimage/color/tests/test_colorconv.py @@ -22,6 +22,8 @@ from skimage.color import ( rgb2hsv, hsv2rgb, rgb2xyz, xyz2rgb, rgb2hed, hed2rgb, + separate_stains, + combine_stains, rgb2rgbcie, rgbcie2rgb, convert_colorspace, rgb2grey, gray2rgb, @@ -132,6 +134,22 @@ class TestColorconv(TestCase): img_rgb = img_as_float(self.img_rgb) assert_array_almost_equal(hed2rgb(rgb2hed(img_rgb)), img_rgb) + # RGB<->HDX roundtrip with ubyte image + def test_hdx_rgb_roundtrip(self): + from skimage.color.colorconv import hdx_from_rgb, rgb_from_hdx + img_rgb = self.img_rgb + conv = combine_stains(separate_stains(img_rgb, hdx_from_rgb), + rgb_from_hdx) + assert_equal(img_as_ubyte(conv), img_rgb) + + # RGB<->HDX roundtrip with ubyte image + def test_hdx_rgb_roundtrip(self): + from skimage.color.colorconv import hdx_from_rgb, rgb_from_hdx + img_rgb = img_as_float(self.img_rgb) + conv = combine_stains(separate_stains(img_rgb, hdx_from_rgb), + rgb_from_hdx) + assert_array_almost_equal(conv, img_rgb) + # RGB to RGB CIE def test_rgb2rgbcie_conversion(self): gt = np.array([[[ 0.1488856 , 0.18288098, 0.19277574], From b3e557b55023f818c6c536379c6931e1e755936b Mon Sep 17 00:00:00 2001 From: spotter Date: Tue, 12 Mar 2013 16:19:51 +0100 Subject: [PATCH 20/25] FIX: using the new stain separation functions for the special case of hed. --- skimage/color/colorconv.py | 11 ++--------- 1 file changed, 2 insertions(+), 9 deletions(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 2615d63e..70d6aac7 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -842,9 +842,7 @@ def rgb2hed(rgb): >>> ihc = data.immunohistochemistry() >>> ihc_hed = rgb2hed(ihc) """ - rgb = dtype.img_as_float(rgb) + 2 - hed = np.dot(np.reshape(-np.log(rgb), (-1, 3)), hed_from_rgb) - return np.reshape(hed, rgb.shape) + return separate_stains(rgb, hed_from_rgb) def hed2rgb(hed): @@ -880,12 +878,7 @@ def hed2rgb(hed): >>> ihc_hed = rgb2hed(ihc) >>> ihc_rgb = hed2rgb(ihc_hed) """ - from ..exposure import rescale_intensity - - hed = dtype.img_as_float(hed) - logrgb1 = np.dot(-np.reshape(hed, (-1, 3)), rgb_from_hed) - rgb1 = np.exp(logrgb1) - return rescale_intensity(np.reshape(rgb1 - 2, hed.shape), in_range=(-1, 1)) + return combine_stains(hed, rgb_from_hed) def separate_stains(rgb, conv_matrix): From 6f7158046fd00a17ea37a60be0b01b44325280d2 Mon Sep 17 00:00:00 2001 From: spotter Date: Tue, 12 Mar 2013 16:41:02 +0100 Subject: [PATCH 21/25] FIX: combine_stains docstring. --- skimage/color/colorconv.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 70d6aac7..2b954098 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -920,7 +920,7 @@ def separate_stains(rgb, conv_matrix): def combine_stains(stains, conv_matrix): - """Haematoxylin-Eosin-DAB (HED) to RGB color space conversion. + """Stain to RGB color space conversion. Parameters ---------- From 74acdc9fa9567db3293ad9edb9faca2271fbf027 Mon Sep 17 00:00:00 2001 From: spotter Date: Tue, 12 Mar 2013 17:09:17 +0100 Subject: [PATCH 22/25] FIX: changed unicode dash in docstrings. --- doc/examples/plot_ihc_color_separation.py | 2 +- skimage/color/colorconv.py | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/doc/examples/plot_ihc_color_separation.py b/doc/examples/plot_ihc_color_separation.py index 02dc6761..626d76ab 100644 --- a/doc/examples/plot_ihc_color_separation.py +++ b/doc/examples/plot_ihc_color_separation.py @@ -14,7 +14,7 @@ Diaminobenzidine (DAB) which gives a brown color. .. [1] A. C. Ruifrok and D. A. Johnston, "Quantification of histochemical staining by color deconvolution.," Analytical and quantitative cytology and histology / the International Academy of Cytology [and] - American Society of Cytology, vol. 23, no. 4, pp. 291–9, Aug. 2001. + American Society of Cytology, vol. 23, no. 4, pp. 291-9, Aug. 2001. """ import matplotlib.pyplot as plt diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index 2b954098..f74eb2f4 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -320,7 +320,7 @@ lab_ref_white = np.array([0.95047, 1., 1.08883]) # "Quantification of histochemical staining by color deconvolution.," # Analytical and quantitative cytology and histology / the International # Academy of Cytology [and] American Society of Cytology, vol. 23, no. 4, -# pp. 291–9, Aug. 2001. +# pp. 291-9, Aug. 2001. rgb_from_hed = np.array([[0.65, 0.70, 0.29], [0.07, 0.99, 0.11], [0.27, 0.57, 0.78]]) @@ -833,7 +833,7 @@ def rgb2hed(rgb): .. [1] A. C. Ruifrok and D. A. Johnston, "Quantification of histochemical staining by color deconvolution.," Analytical and quantitative cytology and histology / the International Academy of Cytology [and] - American Society of Cytology, vol. 23, no. 4, pp. 291–9, Aug. 2001. + American Society of Cytology, vol. 23, no. 4, pp. 291-9, Aug. 2001. Examples -------- @@ -868,7 +868,7 @@ def hed2rgb(hed): .. [1] A. C. Ruifrok and D. A. Johnston, "Quantification of histochemical staining by color deconvolution.," Analytical and quantitative cytology and histology / the International Academy of Cytology [and] - American Society of Cytology, vol. 23, no. 4, pp. 291–9, Aug. 2001. + American Society of Cytology, vol. 23, no. 4, pp. 291-9, Aug. 2001. Examples -------- From b75776cc2ebc67835f392cf0c9d8b75f74871e01 Mon Sep 17 00:00:00 2001 From: Xavier Moles Lopez Date: Wed, 13 Mar 2013 14:26:23 +0100 Subject: [PATCH 23/25] ENH: Updated stain separation function docstrings and added matrices to __all__ --- skimage/color/colorconv.py | 49 ++++++++++++++++++++++++++++++++++---- 1 file changed, 44 insertions(+), 5 deletions(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index f74eb2f4..f40aa48f 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -46,7 +46,12 @@ from __future__ import division __all__ = ['convert_colorspace', 'rgb2hsv', 'hsv2rgb', 'rgb2xyz', 'xyz2rgb', 'rgb2rgbcie', 'rgbcie2rgb', 'rgb2grey', 'rgb2gray', 'gray2rgb', 'xyz2lab', 'lab2xyz', 'lab2rgb', 'rgb2lab', 'rgb2hed', 'hed2rgb', - 'separate_stains', 'combine_stains', + 'separate_stains', 'combine_stains', 'rgb_from_hed', 'hed_from_rgb', + 'rgb_from_hdx', 'hdx_from_rgb', 'rgb_from_fgx', 'fgx_from_rgb', + 'rgb_from_bex', 'bex_from_rgb', 'rgb_from_rbd', 'rbd_from_rgb', + 'rgb_from_gdx', 'gdx_from_rgb', 'rgb_from_hax', 'hax_from_rgb', + 'rgb_from_bro', 'bro_from_rgb', 'rgb_from_bpx', 'bpx_from_rgb', + 'rgb_from_ahx', 'ahx_from_rgb', 'rgb_from_hpx', 'hpx_from_rgb', 'is_rgb', 'is_gray' ] @@ -901,6 +906,23 @@ def separate_stains(rgb, conv_matrix): ValueError If `rgb` is not a 3-D array of shape (.., .., 3). + Notes + ----- + Stain separation matrices available in the ``color`` module and their + respective colorspace: + + * ``hed_from_rgb``: Hematoxylin + Eosin + DAB + * ``hdx_from_rgb``: Hematoxylin + DAB + * ``fgx_from_rgb``: Feulgen + Light Green + * ``bex_from_rgb``: Giemsa stain : Methyl Blue + Eosin + * ``rbd_from_rgb``: FastRed + FastBlue + DAB + * ``gdx_from_rgb``: Methyl Green + DAB + * ``hax_from_rgb``: Hematoxylin + AEC + * ``bro_from_rgb``: Blue matrix Anilline Blue + Red matrix Azocarmine\ + + Orange matrix Orange-G + * ``bpx_from_rgb``: Methyl Blue + Ponceau Fuchsin + * ``ahx_from_rgb``: Alcian Blue + Hematoxylin + * ``hpx_from_rgb``: Hematoxylin + PAS References ---------- @@ -909,8 +931,7 @@ def separate_stains(rgb, conv_matrix): Examples -------- >>> from skimage import data - >>> from skimage.color import separate_stains - >>> from skimage.color.colorconv import hdx_from_rgb + >>> from skimage.color import separate_stains, hdx_from_rgb >>> ihc = data.immunohistochemistry() >>> ihc_hdx = separate_stains(ihc, hdx_from_rgb) """ @@ -939,6 +960,24 @@ def combine_stains(stains, conv_matrix): ValueError If `stains` is not a 3-D array of shape (.., .., 3). + Notes + ----- + Stain combination matrices available in the ``color`` module and their + respective colorspace: + + * ``rgb_from_hed``: Hematoxylin + Eosin + DAB + * ``rgb_from_hdx``: Hematoxylin + DAB + * ``rgb_from_fgx``: Feulgen + Light Green + * ``rgb_from_bex``: Giemsa stain : Methyl Blue + Eosin + * ``rgb_from_rbd``: FastRed + FastBlue + DAB + * ``rgb_from_gdx``: Methyl Green + DAB + * ``rgb_from_hax``: Hematoxylin + AEC + * ``rgb_from_bro``: Blue matrix Anilline Blue + Red matrix Azocarmine\ + + Orange matrix Orange-G + * ``rgb_from_bpx``: Methyl Blue + Ponceau Fuchsin + * ``rgb_from_ahx``: Alcian Blue + Hematoxylin + * ``rgb_from_hpx``: Hematoxylin + PAS + References ---------- .. [1] http://www.dentistry.bham.ac.uk/landinig/software/cdeconv/cdeconv.html @@ -947,8 +986,8 @@ def combine_stains(stains, conv_matrix): Examples -------- >>> from skimage import data - >>> from skimage.color import separate_stains, combine_stains - >>> from skimage.color.colorconv import hdx_from_rgb, rgb_from_hdx + >>> from skimage.color import separate_stains, combine_stains, \ +hdx_from_rgb, rgb_from_hdx >>> ihc = data.immunohistochemistry() >>> ihc_hdx = separate_stains(ihc, hdx_from_rgb) >>> ihc_rgb = combine_stains(ihc_hdx, rgb_from_hdx) From d0a15a7cf9a1f93cc1391d69af4fa0f985702096 Mon Sep 17 00:00:00 2001 From: Xavier Moles Lopez Date: Wed, 13 Mar 2013 15:14:39 +0100 Subject: [PATCH 24/25] FIX: Example in combine_stains docstring. --- skimage/color/colorconv.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/skimage/color/colorconv.py b/skimage/color/colorconv.py index f40aa48f..fc9ab342 100644 --- a/skimage/color/colorconv.py +++ b/skimage/color/colorconv.py @@ -986,8 +986,8 @@ def combine_stains(stains, conv_matrix): Examples -------- >>> from skimage import data - >>> from skimage.color import separate_stains, combine_stains, \ -hdx_from_rgb, rgb_from_hdx + >>> from skimage.color import (separate_stains, combine_stains, + ... hdx_from_rgb, rgb_from_hdx) >>> ihc = data.immunohistochemistry() >>> ihc_hdx = separate_stains(ihc, hdx_from_rgb) >>> ihc_rgb = combine_stains(ihc_hdx, rgb_from_hdx) From f956f3257d3b83351705ac08da6d6092b9e5dc9e Mon Sep 17 00:00:00 2001 From: Xavier Moles Lopez Date: Thu, 14 Mar 2013 13:59:15 +0100 Subject: [PATCH 25/25] FIX: Added myself in CONTRIBUTORS.txt --- CONTRIBUTORS.txt | 3 +++ 1 file changed, 3 insertions(+) diff --git a/CONTRIBUTORS.txt b/CONTRIBUTORS.txt index 38e2ea32..2c20e45d 100644 --- a/CONTRIBUTORS.txt +++ b/CONTRIBUTORS.txt @@ -135,3 +135,6 @@ - Thouis Jones Vectorized operators for arrays of 16-bit ints. + +- Xavier Moles Lopez + Color separation (color deconvolution) for several stainings.