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author | Daniil Kazantsev <dkazanc@hotmail.com> | 2018-05-30 10:08:01 +0100 |
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committer | Daniil Kazantsev <dkazanc@hotmail.com> | 2018-05-30 10:08:01 +0100 |
commit | 4992d79f8d10749f8e9c32c6dae33bfddd239fbc (patch) | |
tree | d327d19f48c8dd96a52ec4f028947e8227efb204 /Wrappers/Python/ccpi | |
parent | 44f1bf583985a173ef8ac7a0ed4aa95dc07f2f7a (diff) | |
download | regularization-4992d79f8d10749f8e9c32c6dae33bfddd239fbc.tar.gz regularization-4992d79f8d10749f8e9c32c6dae33bfddd239fbc.tar.bz2 regularization-4992d79f8d10749f8e9c32c6dae33bfddd239fbc.tar.xz regularization-4992d79f8d10749f8e9c32c6dae33bfddd239fbc.zip |
LLT-ROF model added
Diffstat (limited to 'Wrappers/Python/ccpi')
-rw-r--r-- | Wrappers/Python/ccpi/filters/regularisers.py | 14 |
1 files changed, 11 insertions, 3 deletions
diff --git a/Wrappers/Python/ccpi/filters/regularisers.py b/Wrappers/Python/ccpi/filters/regularisers.py index 0e435a6..52c7974 100644 --- a/Wrappers/Python/ccpi/filters/regularisers.py +++ b/Wrappers/Python/ccpi/filters/regularisers.py @@ -2,8 +2,8 @@ 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, Diff4th_CPU, TGV_CPU -from ccpi.filters.gpu_regularisers import TV_ROF_GPU, TV_FGP_GPU, TV_SB_GPU, dTV_FGP_GPU, NDF_GPU, Diff4th_GPU, TGV_GPU +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 +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 from ccpi.filters.cpu_regularisers import NDF_INPAINT_CPU, NVM_INPAINT_CPU def ROF_TV(inputData, regularisation_parameter, iterations, @@ -147,7 +147,15 @@ def TGV(inputData, regularisation_parameter, alpha1, alpha0, iterations, else: raise ValueError('Unknown device {0}. Expecting gpu or cpu'\ .format(device)) - +def LLT_ROF(inputData, regularisation_parameterROF, regularisation_parameterLLT, iterations, + time_marching_parameter, device='cpu'): + if device == 'cpu': + return LLT_ROF_CPU(inputData, regularisation_parameterROF, regularisation_parameterLLT, iterations, time_marching_parameter) + elif device == 'gpu': + return LLT_ROF_GPU(inputData, regularisation_parameterROF, regularisation_parameterLLT, iterations, time_marching_parameter) + else: + raise ValueError('Unknown device {0}. Expecting gpu or cpu'\ + .format(device)) def NDF_INP(inputData, maskData, regularisation_parameter, edge_parameter, iterations, time_marching_parameter, penalty_type): return NDF_INPAINT_CPU(inputData, maskData, regularisation_parameter, |