diff options
-rw-r--r-- | Readme.md | 8 | ||||
-rw-r--r-- | demos/data/binary_save.py | 6 | ||||
-rw-r--r-- | recipe/meta.yaml | 6 | ||||
-rw-r--r-- | test/lena_gray_512.tif | bin | 262598 -> 0 bytes | |||
-rw-r--r-- | test/test_CPU_regularisers.py | 13 | ||||
-rw-r--r-- | test/test_imageLena.bin | 1 | ||||
-rwxr-xr-x | test/test_run_test.py | 80 | ||||
-rw-r--r-- | test/testroutines.py | 9 |
8 files changed, 60 insertions, 63 deletions
@@ -4,7 +4,7 @@ |--------|-------------|-------------------| | [![Build Status](https://anvil.softeng-support.ac.uk/jenkins/buildStatus/icon?job=CILsingle/CCPi-Regularisation-Toolkit)](https://anvil.softeng-support.ac.uk/jenkins/job/CILsingle/job/CCPi-Regularisation-Toolkit/) | [![Build Status](https://anvil.softeng-support.ac.uk/jenkins/buildStatus/icon?job=CILsingle/CCPi-Regularisation-Toolkit-dev)](https://anvil.softeng-support.ac.uk/jenkins/job/CILsingle/job/CCPi-Regularisation-Toolkit-dev/) | ![conda version](https://anaconda.org/ccpi/ccpi-regulariser/badges/version.svg) ![conda last release](https://anaconda.org/ccpi/ccpi-regulariser/badges/latest_release_date.svg) [![conda platforms](https://anaconda.org/ccpi/ccpi-regulariser/badges/platforms.svg) ![conda dowloads](https://anaconda.org/ccpi/ccpi-regulariser/badges/downloads.svg)](https://anaconda.org/ccpi/ccpi-regulariser) | -**Iterative image reconstruction (IIR) methods frequently require regularisation to ensure convergence and make inverse problem well-posed. The CCPi-Regularisation Toolkit (CCPi-RGL) toolkit provides a set of 2D/3D regularisation strategies to guarantee a better performance of IIR methods (higher SNR and resolution). The regularisation modules for scalar and vectorial datasets are based on the [proximal operator](https://en.wikipedia.org/wiki/Proximal_operator) framework and can be used with [proximal splitting algorithms](https://en.wikipedia.org/wiki/Proximal_gradient_method), such as PDHG, Douglas-Rachford, ADMM, FISTA and [others](https://arxiv.org/abs/0912.3522). While the main target for CCPi-RGL is [tomographic image reconstruction](https://github.com/dkazanc/ToMoBAR), the toolkit can be used for image denoising and inpaiting problems. The core modules are written in C-OMP and CUDA languages and wrappers for Matlab and Python are provided.** +**Iterative image reconstruction (IIR) methods frequently require regularisation to ensure convergence and make inverse problem well-posed. The CCPi-Regularisation Toolkit (CCPi-RGL) toolkit provides a set of 2D/3D regularisation strategies to guarantee a better performance of IIR methods (higher SNR and resolution). The regularisation modules for scalar and vectorial datasets are based on the [proximal operator](https://en.wikipedia.org/wiki/Proximal_operator) framework and can be used with [proximal splitting algorithms](https://en.wikipedia.org/wiki/Proximal_gradient_method), such as PDHG, Douglas-Rachford, ADMM, FISTA and [others](https://arxiv.org/abs/0912.3522). While the main target for CCPi-RGL is [tomographic image reconstruction](https://github.com/dkazanc/ToMoBAR), the toolkit can be used for image denoising and inpaiting problems. The core modules are written in C-OMP and CUDA languages and wrappers for Matlab and Python are provided.** <div align="center"> @@ -100,9 +100,9 @@ conda install ccpi-regulariser -c ccpi -c conda-forge #### Python (conda-build) ``` - export CIL_VERSION=19.03 - conda build recipe/ --numpy 1.12 --python 3.5 - conda install ccpi-regulariser=${CIL_VERSION} --use-local --force + export CIL_VERSION=19.06 (Unix) / set CIL_VERSION=19.06 (Windows) + conda build recipe/ --numpy 1.15 --python 3.7 + conda install ccpi-regulariser=${CIL_VERSION} --use-local --force-reinstall cd demos/ python demo_cpu_regularisers.py # to run CPU demo python demo_gpu_regularisers.py # to run GPU demo diff --git a/demos/data/binary_save.py b/demos/data/binary_save.py index 3fb2162..06b5eb2 100644 --- a/demos/data/binary_save.py +++ b/demos/data/binary_save.py @@ -1,9 +1,9 @@ import numpy as np -outfile = open('my_file.bin', 'wb') # Open a file for binary write -outfile.write(im) # Write it +outfile = open('test_imageLena.bin', 'wb') # Open a file for binary write +outfile.write(Im) # Write it outfile.flush() # Optional but a good idea outfile.close() - +#%% # Define width and height w, h = 256, 256 # Read file using numpy "fromfile()" diff --git a/recipe/meta.yaml b/recipe/meta.yaml index e3d74d6..c66cdd7 100644 --- a/recipe/meta.yaml +++ b/recipe/meta.yaml @@ -11,9 +11,9 @@ build: test: source_files: - ./test/ - requires: - - pillow - - pillow=4.1.1 # [win] +# requires: +# - pillow +# - pillow=4.1.1 # [win] commands: - python -c "import os; print (os.getcwd())" - python -m unittest discover -s test diff --git a/test/lena_gray_512.tif b/test/lena_gray_512.tif Binary files differdeleted file mode 100644 index f80cafc..0000000 --- a/test/lena_gray_512.tif +++ /dev/null diff --git a/test/test_CPU_regularisers.py b/test/test_CPU_regularisers.py index 5e3f303..95e2a3f 100644 --- a/test/test_CPU_regularisers.py +++ b/test/test_CPU_regularisers.py @@ -1,18 +1,19 @@ import unittest -import math +#import math import os -import timeit +#import timeit import numpy as np from ccpi.filters.regularisers import FGP_TV, SB_TV, TGV, LLT_ROF, FGP_dTV, NDF, Diff4th, ROF_TV -from testroutines import * - +from testroutines import BinReader, rmse ############################################################################### class TestRegularisers(unittest.TestCase): def getPars(self): - filename = os.path.join("test","lena_gray_512.tif") - plt = TiffReader() + #filename = os.path.join("test","lena_gray_512.tif") + #plt = TiffReader() + filename = os.path.join("test","test_imageLena.bin") + plt = BinReader() # read image Im = plt.imread(filename) Im = np.asarray(Im, dtype='float32') diff --git a/test/test_imageLena.bin b/test/test_imageLena.bin new file mode 100644 index 0000000..9f5c368 --- /dev/null +++ b/test/test_imageLena.bin @@ -0,0 +1 @@ +¢¢¢¡¢£¡¥¡¢ ›£ ›œ¡¡šœš››˜œššœšž› ž§ 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\ No newline at end of file diff --git a/test/test_run_test.py b/test/test_run_test.py index 1174c5b..f27e7fc 100755 --- a/test/test_run_test.py +++ b/test/test_run_test.py @@ -3,44 +3,18 @@ import numpy as np import os
import timeit
from ccpi.filters.regularisers import ROF_TV, FGP_TV, SB_TV, TGV, LLT_ROF, FGP_dTV, NDF, Diff4th
-from PIL import Image
-
-class TiffReader(object):
- def imread(self, filename):
- return np.asarray(Image.open(filename))
-###############################################################################
-def printParametersToString(pars):
- txt = r''
- for key, value in pars.items():
- if key== 'algorithm' :
- txt += "{0} = {1}".format(key, value.__name__)
- elif key == 'input':
- txt += "{0} = {1}".format(key, np.shape(value))
- elif key == 'refdata':
- txt += "{0} = {1}".format(key, np.shape(value))
- else:
- txt += "{0} = {1}".format(key, value)
- txt += '\n'
- return txt
-def nrmse(im1, im2):
- rmse = np.sqrt(np.sum((im2 - im1) ** 2) / float(im1.size))
- max_val = max(np.max(im1), np.max(im2))
- min_val = min(np.min(im1), np.min(im2))
- return 1 - (rmse / (max_val - min_val))
-
-def rmse(im1, im2):
- rmse = np.sqrt(np.sum((im1 - im2) ** 2) / float(im1.size))
- return rmse
-###############################################################################
+#from PIL import Image
+from testroutines import BinReader, rmse, printParametersToString
class TestRegularisers(unittest.TestCase):
-
def test_ROF_TV_CPU_vs_GPU(self):
#print ("tomas debug test function")
print(__name__)
- filename = os.path.join("test","lena_gray_512.tif")
- plt = TiffReader()
+ #filename = os.path.join("test","lena_gray_512.tif")
+ #plt = TiffReader()
+ filename = os.path.join("test","test_imageLena.bin")
+ plt = BinReader()
# read image
Im = plt.imread(filename)
Im = np.asarray(Im, dtype='float32')
@@ -109,8 +83,10 @@ class TestRegularisers(unittest.TestCase): def test_FGP_TV_CPU_vs_GPU(self):
print(__name__)
- filename = os.path.join("test","lena_gray_512.tif")
- plt = TiffReader()
+ #filename = os.path.join("test","lena_gray_512.tif")
+ #plt = TiffReader()
+ filename = os.path.join("test","test_imageLena.bin")
+ plt = BinReader()
# read image
Im = plt.imread(filename)
Im = np.asarray(Im, dtype='float32')
@@ -190,9 +166,11 @@ class TestRegularisers(unittest.TestCase): def test_SB_TV_CPU_vs_GPU(self):
print(__name__)
- filename = os.path.join("test","lena_gray_512.tif")
- plt = TiffReader()
+ #filename = os.path.join("test","lena_gray_512.tif")
+ #plt = TiffReader()
# read image
+ filename = os.path.join("test","test_imageLena.bin")
+ plt = BinReader()
Im = plt.imread(filename)
Im = np.asarray(Im, dtype='float32')
@@ -266,8 +244,10 @@ class TestRegularisers(unittest.TestCase): def test_TGV_CPU_vs_GPU(self):
print(__name__)
- filename = os.path.join("test","lena_gray_512.tif")
- plt = TiffReader()
+ #filename = os.path.join("test","lena_gray_512.tif")
+ #plt = TiffReader()
+ filename = os.path.join("test","test_imageLena.bin")
+ plt = BinReader()
# read image
Im = plt.imread(filename)
Im = np.asarray(Im, dtype='float32')
@@ -346,9 +326,11 @@ class TestRegularisers(unittest.TestCase): def test_LLT_ROF_CPU_vs_GPU(self):
print(__name__)
- filename = os.path.join("test","lena_gray_512.tif")
- plt = TiffReader()
+ #filename = os.path.join("test","lena_gray_512.tif")
+ #plt = TiffReader()
# read image
+ filename = os.path.join("test","test_imageLena.bin")
+ plt = BinReader()
Im = plt.imread(filename)
Im = np.asarray(Im, dtype='float32')
@@ -423,9 +405,11 @@ class TestRegularisers(unittest.TestCase): def test_NDF_CPU_vs_GPU(self):
print(__name__)
- filename = os.path.join("test","lena_gray_512.tif")
- plt = TiffReader()
+ #filename = os.path.join("test","lena_gray_512.tif")
+ #plt = TiffReader()
# read image
+ filename = os.path.join("test","test_imageLena.bin")
+ plt = BinReader()
Im = plt.imread(filename)
Im = np.asarray(Im, dtype='float32')
@@ -503,9 +487,11 @@ class TestRegularisers(unittest.TestCase): def test_Diff4th_CPU_vs_GPU(self):
- filename = os.path.join("test","lena_gray_512.tif")
- plt = TiffReader()
+ #filename = os.path.join("test","lena_gray_512.tif")
+ #plt = TiffReader()
# read image
+ filename = os.path.join("test","test_imageLena.bin")
+ plt = BinReader()
Im = plt.imread(filename)
Im = np.asarray(Im, dtype='float32')
@@ -577,9 +563,11 @@ class TestRegularisers(unittest.TestCase): self.assertLessEqual(diff_im.sum() , 1)
def test_FDGdTV_CPU_vs_GPU(self):
- filename = os.path.join("test","lena_gray_512.tif")
- plt = TiffReader()
+ #filename = os.path.join("test","lena_gray_512.tif")
+ #plt = TiffReader()
# read image
+ filename = os.path.join("test","test_imageLena.bin")
+ plt = BinReader()
Im = plt.imread(filename)
Im = np.asarray(Im, dtype='float32')
diff --git a/test/testroutines.py b/test/testroutines.py index 8da5c5e..64e56e3 100644 --- a/test/testroutines.py +++ b/test/testroutines.py @@ -1,10 +1,17 @@ import numpy as np -from PIL import Image +#from PIL import Image +""" class TiffReader(object): def imread(self, filename): return np.asarray(Image.open(filename)) +""" +class BinReader(object): + def imread(self, filename): + w, h = 512, 512 + with open(filename, mode='rb') as f: + return np.fromfile(f,dtype=np.uint8,count=w*h).reshape(h,w) ############################################################################### def printParametersToString(pars): |