Description: Note:
(1)Fore small-scale data, hybrid sampling consists of Bernoulli random sampling and low-resolution sampling (TVL1_HCS)
(1)Fore large-scale data, hybrid sampling consists of Fourier radial sampling and low-frequency sampling (TV_RecPF)
Copyright (C) 2010 Xianbiao Shu, Computer Vision and Robotics Lab, University of Illinois at Urbana-Champaign.
Acknowledgement: RecPF (Rice University)
PDCO (Stanford University)
Twister (MIT)
Reference:
X. Shu, N. Ahuja,
Hybrid Compressive Sampling via a New Total Variation TVL1,
In Proceedings of ECCV 2010.
Usage:
>> run_me_first
>>[Im_rec, PSNR_est1,PSNR_est2] = TVL1L2_HCS_test( Ball1_32.bmp , 0.35,3)
>>[Im_rec, PSNR_est1,PSNR_est2] = TVL1L2_HCS_test( Ball1_32.bmp , 0.35,3)
>>[Im_rec, PSNR1, PSNR2, G_error, Ratio] = TV_RecPF_test( Chest.png , 5, 10, 0, 1e-10, 0)
To Search:
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File list (Check if you may need any files):
TVL1_HCS
........\images
........\......\Ball1_32.bmp
........\......\bone.png
........\......\Chest.png
........\......\ECCV.png
........\IntensitySamplingMatrix1024.mat
........\readme.txt
........\run_me_first.asv
........\run_me_first.m
........\rwt
........\...\compile.m
........\...\Contents.m
........\...\daubcqf.m
........\...\denoise.m
........\...\HardTh.m
........\...\INSTALL
........\...\LICENSE
........\...\makesig.m
........\...\mdwt.c
........\...\mdwt.dll
........\...\mdwt.m
........\...\mdwt_r.c
........\...\midwt.c
........\...\midwt.dll
........\...\midwt.m
........\...\midwt_r.c
........\...\mirdwt.c
........\...\mirdwt.dll
........\...\mirdwt.m
........\...\mirdwt_r.c
........\...\mrdwt.c
........\...\mrdwt.dll
........\...\mrdwt.m
........\...\mrdwt_r.c
........\...\README
........\...\setopt.m
........\...\SoftTh.m
........\solver
........\......\TVL1_HCS.m
........\......\TV_RecPF.m
........\TVL1L2_HCS_test.m
........\TVL1_HCS_test.asv
........\TVL1_HCS_test.m
........\TV_RecPF_test.asv
........\TV_RecPF_test.m
........\utilities
........\.........\comparing_PSNR.m
........\.........\Compute_Wx_Wy.c
........\.........\Compute_Wx_Wy.mexw32
........\.........\IntensitySamplingMatrix.m
........\.........\Mask_RadiusLine.m
........\.........\pdco.m
........\.........\pdcoSet.m
........\.........\pdcotestAfun.m
........\.........\snr.m
........\.........\tveq_logbarrier.m
........\.........\tveq_newton.m
........\.........\twister.cpp
........\.........\twister.mexw32
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