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authordkazanc <dkazanc@hotmail.com>2019-04-15 14:46:28 +0100
committerdkazanc <dkazanc@hotmail.com>2019-04-15 14:46:28 +0100
commit7c79ab71d9d9613e03e9c822b9c8dd4de98d868d (patch)
treee24e3c69f4f901442a472c793f2e537e34b805e4 /src/Python/ccpi
parent56a37d28b01078e43e742c47bba627e1a1a3ce86 (diff)
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created separate module for mask processing
Diffstat (limited to 'src/Python/ccpi')
-rw-r--r--src/Python/ccpi/filters/regularisers.py45
1 files changed, 13 insertions, 32 deletions
diff --git a/src/Python/ccpi/filters/regularisers.py b/src/Python/ccpi/filters/regularisers.py
index 610907d..2fee8b3 100644
--- a/src/Python/ccpi/filters/regularisers.py
+++ b/src/Python/ccpi/filters/regularisers.py
@@ -2,7 +2,7 @@
script which assigns a proper device core function based on a flag ('cpu' or 'gpu')
"""
-from ccpi.filters.cpu_regularisers import TV_ROF_CPU, TV_FGP_CPU, TV_SB_CPU, dTV_FGP_CPU, TNV_CPU, NDF_CPU, NDF_MASK_CPU, Diff4th_CPU, TGV_CPU, LLT_ROF_CPU, PATCHSEL_CPU, NLTV_CPU
+from ccpi.filters.cpu_regularisers import TV_ROF_CPU, TV_FGP_CPU, TV_SB_CPU, dTV_FGP_CPU, TNV_CPU, NDF_CPU, Diff4th_CPU, TGV_CPU, LLT_ROF_CPU, PATCHSEL_CPU, NLTV_CPU, MASK_CORR_CPU
try:
from ccpi.filters.gpu_regularisers import TV_ROF_GPU, TV_FGP_GPU, TV_SB_GPU, dTV_FGP_GPU, NDF_GPU, Diff4th_GPU, TGV_GPU, LLT_ROF_GPU, PATCHSEL_GPU
gpu_enabled = True
@@ -127,37 +127,6 @@ def NDF(inputData, regularisation_parameter, edge_parameter, iterations,
raise ValueError ('GPU is not available')
raise ValueError('Unknown device {0}. Expecting gpu or cpu'\
.format(device))
-def NDF_MASK(inputData, maskdata, select_classes, total_classesNum, diffuswindow, regularisation_parameter, edge_parameter, iterations,
- time_marching_parameter, penalty_type, tolerance_param, device='cpu'):
- if device == 'cpu':
- return NDF_MASK_CPU(inputData,
- maskdata,
- select_classes,
- total_classesNum,
- diffuswindow,
- regularisation_parameter,
- edge_parameter,
- iterations,
- time_marching_parameter,
- penalty_type,
- tolerance_param)
- elif device == 'gpu' and gpu_enabled:
- return NDF_MASK_CPU(inputData,
- maskdata,
- select_classes,
- total_classesNum,
- diffuswindow,
- regularisation_parameter,
- edge_parameter,
- iterations,
- time_marching_parameter,
- penalty_type,
- tolerance_param)
- else:
- if not gpu_enabled and device == 'gpu':
- raise ValueError ('GPU is not available')
- raise ValueError('Unknown device {0}. Expecting gpu or cpu'\
- .format(device))
def Diff4th(inputData, regularisation_parameter, edge_parameter, iterations,
time_marching_parameter, tolerance_param, device='cpu'):
if device == 'cpu':
@@ -243,3 +212,15 @@ def NDF_INP(inputData, maskData, regularisation_parameter, edge_parameter, itera
def NVM_INP(inputData, maskData, SW_increment, iterations):
return NVM_INPAINT_CPU(inputData, maskData, SW_increment, iterations)
+
+def MASK_CORR(maskdata, select_classes, total_classesNum, CorrectionWindow, device='cpu'):
+ if device == 'cpu':
+ return MASK_CORR_CPU(maskdata, select_classes, total_classesNum, CorrectionWindow)
+ elif device == 'gpu' and gpu_enabled:
+ return MASK_CORR_CPU(maskdata, select_classes, total_classesNum, CorrectionWindow)
+ else:
+ if not gpu_enabled and device == 'gpu':
+ raise ValueError ('GPU is not available')
+ raise ValueError('Unknown device {0}. Expecting gpu or cpu'\
+ .format(device))
+