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| author | Daniil Kazantsev <dkazanc@hotmail.com> | 2018-05-23 15:41:35 +0100 |
|---|---|---|
| committer | Daniil Kazantsev <dkazanc@hotmail.com> | 2018-05-23 15:41:35 +0100 |
| commit | e53d631a2d0c34915459028e3db64153c3a936c3 (patch) | |
| tree | 86601c3ccf2c3b21a307e484b9cf35f1bd364fed /Wrappers/Python/ccpi | |
| parent | 601cd64a26786cf27a4ea1083bca146094909799 (diff) | |
| download | regularization-e53d631a2d0c34915459028e3db64153c3a936c3.tar.gz regularization-e53d631a2d0c34915459028e3db64153c3a936c3.tar.bz2 regularization-e53d631a2d0c34915459028e3db64153c3a936c3.tar.xz regularization-e53d631a2d0c34915459028e3db64153c3a936c3.zip | |
TGV for CPU and GPU added with demos
Diffstat (limited to 'Wrappers/Python/ccpi')
| -rw-r--r-- | Wrappers/Python/ccpi/filters/regularisers.py | 24 |
1 files changed, 22 insertions, 2 deletions
diff --git a/Wrappers/Python/ccpi/filters/regularisers.py b/Wrappers/Python/ccpi/filters/regularisers.py index 0b79dac..0e435a6 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 -from ccpi.filters.gpu_regularisers import TV_ROF_GPU, TV_FGP_GPU, TV_SB_GPU, dTV_FGP_GPU, NDF_GPU, Diff4th_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 NDF_INPAINT_CPU, NVM_INPAINT_CPU def ROF_TV(inputData, regularisation_parameter, iterations, @@ -128,6 +128,26 @@ def DIFF4th(inputData, regularisation_parameter, edge_parameter, iterations, else: raise ValueError('Unknown device {0}. Expecting gpu or cpu'\ .format(device)) +def TGV(inputData, regularisation_parameter, alpha1, alpha0, iterations, + LipshitzConst, device='cpu'): + if device == 'cpu': + return TGV_CPU(inputData, + regularisation_parameter, + alpha1, + alpha0, + iterations, + LipshitzConst) + elif device == 'gpu': + return TGV_GPU(inputData, + regularisation_parameter, + alpha1, + alpha0, + iterations, + LipshitzConst) + 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, |