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-rw-r--r--Readme.md8
-rw-r--r--demos/data/binary_save.py11
-rw-r--r--recipe/meta.yaml6
-rw-r--r--test/lena_gray_512.tifbin262598 -> 0 bytes
-rw-r--r--test/test_CPU_regularisers.py13
-rw-r--r--test/test_imageLena.bin1
-rwxr-xr-xtest/test_run_test.py80
-rw-r--r--test/testroutines.py9
8 files changed, 68 insertions, 60 deletions
diff --git a/Readme.md b/Readme.md
index e831f1a..0e1dc3c 100644
--- a/Readme.md
+++ b/Readme.md
@@ -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
new file mode 100644
index 0000000..06b5eb2
--- /dev/null
+++ b/demos/data/binary_save.py
@@ -0,0 +1,11 @@
+import numpy as np
+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()"
+with open('my_file.bin', mode='rb') as f:
+ d = np.fromfile(f,dtype=np.float32,count=w*h).reshape(h,w) \ No newline at end of file
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
deleted file mode 100644
index f80cafc..0000000
--- a/test/lena_gray_512.tif
+++ /dev/null
Binary files differ
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 @@
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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):