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文件名称:TVL1_HCS_v1

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    2011-04-21
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    895.62kb
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介绍说明

% May 2010 % This matlab code implements TVL1 based Hybrid Compressive Sensing using LSQR. % Only suitable the small scale data due to the costly storage and computation. % % A - M x N measurement matrix: random sampling alone or hybrid sampling (random sampling and low resolution sampling) % % gamma - weight for L1-norm of the diagonal gradients % % tol - tolerance for stopping criterion. % - DEFAULT 1e-3 if omitted. % % maxIter - maximum number of iterations % - DEFAULT 50, if omitted. %Original TVL1 based Hybrid Compressive Sensing problem: % min ||gx ||_1 + ||gy ||_1 +\gamma *(||gxy ||_1 + ||gyx ||_1) % s.t. A*I = b and I >=0 %It can be solved using PDCO as follows % min c*x s.t. Phi * x =B % x = [I; gx; -gx; gy; -gy; gxy; -gxy; gyx; -gyx] % Phi and B enforce the measurement (A) and constrant among the elements of x; % Xianbiao Shu, May 2010. Questions? xshu2@uiuc.edu; % Copyright: Computer Vision and Robotics Lab, University of Illinois, Urbana-Champaign % Acknowledgement: Primal-Dual interior method for Convex Objectives (PDCO) % http://www.stanford.edu/group/SOL/software/pdco.html
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下载文件列表

压缩包 : TVL1_HCS_v1.zip 列表
TVL1_HCS/
TVL1_HCS/images/
TVL1_HCS/images/Ball1_32.bmp
TVL1_HCS/images/bone.png
TVL1_HCS/images/Chest.png
TVL1_HCS/images/ECCV.png
TVL1_HCS/IntensitySamplingMatrix1024.mat
TVL1_HCS/readme.txt
TVL1_HCS/run_me_first.asv
TVL1_HCS/run_me_first.m
TVL1_HCS/rwt/
TVL1_HCS/rwt/compile.m
TVL1_HCS/rwt/Contents.m
TVL1_HCS/rwt/daubcqf.m
TVL1_HCS/rwt/denoise.m
TVL1_HCS/rwt/HardTh.m
TVL1_HCS/rwt/INSTALL
TVL1_HCS/rwt/LICENSE
TVL1_HCS/rwt/makesig.m
TVL1_HCS/rwt/mdwt.c
TVL1_HCS/rwt/mdwt.dll
TVL1_HCS/rwt/mdwt.m
TVL1_HCS/rwt/mdwt_r.c
TVL1_HCS/rwt/midwt.c
TVL1_HCS/rwt/midwt.dll
TVL1_HCS/rwt/midwt.m
TVL1_HCS/rwt/midwt_r.c
TVL1_HCS/rwt/mirdwt.c
TVL1_HCS/rwt/mirdwt.dll
TVL1_HCS/rwt/mirdwt.m
TVL1_HCS/rwt/mirdwt_r.c
TVL1_HCS/rwt/mrdwt.c
TVL1_HCS/rwt/mrdwt.dll
TVL1_HCS/rwt/mrdwt.m
TVL1_HCS/rwt/mrdwt_r.c
TVL1_HCS/rwt/README
TVL1_HCS/rwt/setopt.m
TVL1_HCS/rwt/SoftTh.m
TVL1_HCS/solver/
TVL1_HCS/solver/TVL1_HCS.m
TVL1_HCS/solver/TV_RecPF.m
TVL1_HCS/TVL1L2_HCS_test.m
TVL1_HCS/TVL1_HCS_test.asv
TVL1_HCS/TVL1_HCS_test.m
TVL1_HCS/TV_RecPF_test.asv
TVL1_HCS/TV_RecPF_test.m
TVL1_HCS/utilities/
TVL1_HCS/utilities/comparing_PSNR.m
TVL1_HCS/utilities/Compute_Wx_Wy.c
TVL1_HCS/utilities/Compute_Wx_Wy.mexw32
TVL1_HCS/utilities/IntensitySamplingMatrix.m
TVL1_HCS/utilities/Mask_RadiusLine.m
TVL1_HCS/utilities/pdco.m
TVL1_HCS/utilities/pdcoSet.m
TVL1_HCS/utilities/pdcotestAfun.m
TVL1_HCS/utilities/snr.m
TVL1_HCS/utilities/tveq_logbarrier.m
TVL1_HCS/utilities/tveq_newton.m
TVL1_HCS/utilities/twister.cpp
TVL1_HCS/utilities/twister.mexw32

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