SALSA_v2.0

代码说明：

  应用交替方向乘子法来求解L1正则化问题、BP问题、LASSO问题的一种算法，(Application alternating direction multiplier method to solve L1 regularization problem, BP issue LASSO problem an algorithm)

文件列表：

SALSA_v2.0
..........\demos
..........\.....\Constrained
..........\.....\...........\csalsa_v4.asv,21918,2011-08-16
..........\.....\...........\csalsa_v5.asv,21828,2011-08-16
..........\.....\...........\demo_deblurring_l1.asv,3145,2011-08-18
..........\.....\...........\demo_deblurring_l1.m,3142,2011-08-19
..........\.....\...........\demo_deblurring_l1_analysis.m,3006,2011-08-19
..........\.....\...........\demo_deblurring_TV_expt1.m,3033,2012-01-13
..........\.....\...........\demo_inpainting.m,2514,2012-01-13
..........\.....\...........\MRIrecon
..........\.....\...........\........\demo_MRI.m,2780,2012-01-13
..........\.....\...........\........\fft2c.m,150,2009-05-08
..........\.....\...........\........\ifft2c.m,156,2009-05-08
..........\.....\...........\........\LineMask.m,832,2009-05-07
..........\.....\...........\........\masked_FFT.m,719,2009-09-10
..........\.....\...........\........\masked_FFT_t.m,453,2009-09-10
..........\.....\Unconstrained
..........\.....\.............\demo_blobs_l1TV_modular.m,2512,2012-01-13
..........\.....\.............\demo_deblurring_l1_redundant.asv,2869,2011-08-18
..........\.....\.............\demo_deblurring_l1_redundant.m,2870,2011-08-18
..........\.....\.............\demo_deblurring_l1_redundant_analysis.m,2784,2011-08-18
..........\.....\.............\demo_deblurring_TV.m,2772,2012-01-13
..........\.....\.............\demo_hybridl1.m,4633,2012-01-13
..........\.....\.............\demo_inpainting_TV.m,2696,2011-08-18
..........\.....\.............\MRIrecon
..........\.....\.............\........\demo_MRI.asv,2126,2011-08-18
..........\.....\.............\........\demo_MRI.m,2240,2012-01-13
..........\.....\.............\........\fft2c.m,161,2009-05-07
..........\.....\.............\........\ifft2c.m,167,2009-05-07
..........\.....\.............\........\LineMask.m,832,2009-05-15
..........\.....\.............\........\masked_FFT.m,677,2009-05-07
..........\.....\.............\........\masked_FFT_t.m,407,2009-05-07
..........\experiments
..........\...........\Constrained
..........\...........\...........\deblurringl1_redundant
..........\...........\...........\......................\A_wrapper.m,361,2009-08-19
..........\...........\...........\......................\demo_deblurringl1_analysis_expt1.asv,4638,2011-08-19
..........\...........\...........\......................\demo_deblurringl1_analysis_expt1.m,4539,2011-08-19
..........\...........\...........\......................\demo_deblurring_l1_expt1.m,5727,2011-08-19
..........\...........\...........\deblurringTV
..........\...........\...........\............\demo_deblurring_TV_expt1.asv,4774,2011-08-19
..........\...........\...........\............\demo_deblurring_TV_expt1.m,4097,2012-01-13
..........\...........\...........\inpainting
..........\...........\...........\..........\demo_inpainting.m,4320,2011-08-19
..........\...........\...........\..........\demo_missing_pixels.asv,4091,2011-08-19
..........\...........\...........\MRIrecon
..........\...........\...........\........\At_fhp.m,660,2009-09-10
..........\...........\...........\........\A_fhp.m,620,2009-09-10
..........\...........\...........\........\Bt_fhp.m,596,2009-09-10
..........\...........\...........\........\B_fhp.m,550,2009-09-10
..........\...........\...........\........\demo_MRI.asv,3829,2011-08-19
..........\...........\...........\........\demo_MRI.m,3791,2011-08-19
..........\...........\...........\........\fft2c.m,150,2009-05-08
..........\...........\...........\........\ifft2c.m,156,2009-05-08
..........\...........\...........\........\LineMask.m,832,2009-05-07
..........\...........\...........\........\masked_FFT.m,719,2009-09-10
..........\...........\...........\........\masked_FFT_t.m,453,2009-09-10
..........\...........\...........\rectanglesTV
..........\...........\...........\............\demo_rectangles_TV.asv,4941,2011-08-19
..........\...........\...........\............\demo_rectangles_TV.m,5188,2011-08-19
..........\...........\setupresults.pl,297,2009-06-08
..........\...........\Unconstrained
..........\...........\.............\demo_deblurring_l1_redundant.asv,4890,2011-08-18
..........\...........\.............\demo_deblurring_l1_redundant.m,4890,2011-08-18
..........\...........\.............\demo_deblurring_l1_redundant_mtf.asv,4508,2011-08-17
..........\...........\.............\demo_deblurring_TV.asv,4721,2011-08-18
..........\...........\.............\demo_deblurring_TV.m,4721,2012-01-13
..........\...........\.............\demo_inpainting_TV.asv,4362,2011-08-17
..........\...........\.............\demo_inpainting_TV.m,3950,2011-08-18
..........\...........\.............\MRIrecon
..........\...........\.............\........\demo_MRI.asv,4619,2011-08-18
..........\...........\.............\........\demo_MRI.m,4779,2011-08-18
..........\...........\.............\........\fft2c.m,161,2009-05-07
..........\...........\.............\........\ifft2c.m,167,2009-05-07
..........\...........\.............\........\LineMask.m,832,2009-05-15
..........\...........\.............\........\masked_FFT.m,677,2009-05-07
..........\...........\.............\........\masked_FFT_t.m,407,2009-05-07
..........\README.txt,3727,2012-01-13
..........\src
..........\...\CoRAL_v2.m,18825,2012-01-13
..........\...\csalsa.m,22666,2011-08-16
..........\...\CSALSA_v2.m,18148,2012-01-13
..........\...\SALSA.m,18717,2010-12-06
..........\...\SALSA_v2.m,16433,2012-01-13
..........\utils
..........\.....\A_wrapper.m,509,2009-11-02
..........\.....\calctv.m,303,2009-11-13
..........\.....\callcounter.m,257,2011-08-18
..........\.....\cameraman.tif,65240,2000-12-04
..........\.....\chambolle_prox_TV_stop.m,4535,2010-04-09
..........\.....\conv2c.m,1666,2007-07-31
..........\.....\Core_Nesterov.m,12355,2009-12-08
..........\.....\cshift.m,330,2009-03-16
..........\.....\diffh.m,52,2007-11-09
..........\.....\diffv.m,53,2007-11-09
..........\.....\ensure.m,1561,2011-08-19
..........\.....\MakeRDSquares.m,583,2009-11-13
..........\.....\mex_vartotale.dll,98304,2007-11-09
..........\.....\mirdwt_TI2D.m,572,2009-01-19