压缩感知恢复算法中L1同伦优化的算法我要分享

L1 homotopy optimization algorithm in compressed sensing recovery algorithm

压缩感知 L1-homotopy 同伦 同伦算法 L1_homotopy_v2.0

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文件大小: 975KB

代码分类: 信号处理

开发平台: matlab

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代码描述

中文说明:

这厮压缩感知恢复算法中L1同伦优化的算法


English Description:

This is the L1 homotopy optimization algorithm in compressed sensing recovery algorithm


代码预览

L1_homotopy_v2.0

................\compile.m

................\demo_BPDN.m

................\demo_dynamicRWT.m

................\demo_dynamicSeq.m

................\demo_dynamicX.m

................\demo_KalmanRWT.m

................\demo_posBPDN.m

................\demo_replaceDict.m

................\demo_rwtL1.m

................\demo_streaming.m

................\demo_streamingDWT.m

................\demo_streamingLOT.m

................\DynamicSeq

................\..........\DynamicSeq_BPDN_demo.m

................\..........\DynamicSeq_BPDN_function.m

................\..........\DynamicSeq_DS_demo.m

................\..........\DynamicSeq_DS_function.m

................\..........\Simulation_DynamicSeq_BPDN.m

................\DynamicX

................\........\blocks.mat

................\........\boats.mat

................\........\DynamicX_BPDN_demo.m

................\........\DynamicX_BPDN_function.m

................\........\DynamicX_BPDN_Visual_demo.m

................\........\DynamicX_DS_demo.m

................\........\DynamicX_DS_function.m

................\........\DynamicX_varying_model.m

................\........\house.tiff

................\........\pirate.tif

................\........\Simulation_DynamicX_BPDN.m

................\........\Simulation_DynamicX_BPDN_Pathological.m

................\........\Simulation_DynamicX_BPDN_Wavelet.m

................\genSignal.m

................\l1decoding

................\..........\DynamicSeq_REC_demo.m

................\..........\DynamicSeq_REC_function.m

................\..........\l1Decode_homotopy_fast.m

................\..........\l1Decode_homotopy_qr.m

................\..........\Simulation_DynamicSeq_REC.m

................\..........\Simulation_l1Decode.m

................\l1homotopy.m

................\l1homotopy_v1.m

................\license.txt

................\Pursuits_Homotopy

................\.................\BPDN_homotopy_demo.m

................\.................\BPDN_homotopy_function.m

................\.................\BPDN_homotopy_function_old.m

................\.................\DS_homotopy_demo.m

................\.................\DS_homotopy_function.m

................\.................\update_dual.m

................\.................\update_inverse.m

................\.................\update_primal.m

................\readme.m

................\readme_v1.0.txt

................\readme_v1.1.txt

................\readme_v2.0.txt

................\report

................\......\generateM2HTML.m

................\setup_path.m

................\signalcosine.m

................\solvers

................\.......\Core_Nesterov_adpW.m

................\.......\NESTA_adpW.m

................\.......\soft.m

................\.......\SpaRSA_adpW.m

................\.......\spgl1.m

................\.......\spgSetParms.m

................\.......\spgsetup.m

................\.......\wspgl1.m

................\.......\wspgSetParms.m

................\.......\yall1.m

................\utils

................\.....\compute_delta.m

................\.....\compute_delta_v2.m

................\.....\compute_delx.m

................\.....\fig.m

................\.....\genAmat.m

................\.....\givens.m

................\.....\MakeSignal.m

................\.....\mvprod.c

................\.....\mvprod.m

................\.....\mvprod.mexa64

................\.....\mvprod.mexw32

................\.....\mvprod.mexw64

................\.....\OMP_function.m

................\.....\smvp.c

................\.....\test_compute_delx.m

................\.....\test_delx_downdate.m

................\.....\test_delx_update.m

................\.....\update_delx.m

................\.....\update_supp.m

................\.....\utils_LOT

................\.....\.........\apply_LOT.m

................\.....\.........\betaedge.m

................\.....\.........\create_LOT.m

................\.....\.........\create_PHI.m

................\.....\.........\create_PSI.m

................\.....\.........\lotwin.m