資源簡介
該程序是以色列科學家michael關于稀疏表示字典訓練的一種算法仿真,并附有應用該字典進行圖象去噪的實例.應用該程序可以按照readme中的提示 一步一步完成,先安裝sparse-coding of large sets of signals文件夾中的內容,再安裝ksvd程序就可以運行了.

代碼片段和文件信息
%KSVDBox?-?Implementation?of?the?K-SVD?and?K-SVD?denoise?algorithms.
%
%Ron?Rubinstein?Computer?Science?Department
%Technion?--?Israel?Institute?of?Technology
%ronrubin@cs.technion.ac.il
%
%
%K-SVD?dictionary?training.
%???ksvd???????????-?K-SVD?dictionary?training.
%
%Signal?denoising.
%???ompdenoise?????-?OMP?denoising.
%???ompdenoise1????-?OMP?denoising?of?1-D?signals.
%???ompdenoise2????-?OMP?denoising?of?2-D?signals.
%???ompdenoise3????-?OMP?denoising?of?3-D?signals.
%???ksvddenoise????-?K-SVD?denoising.
%
%Overcomplete?DCT?dictionary.
%???odctdict????????-?Overcomplete?DCT?dictionary.
%???odct2dict???????-?2-D?overcomplete?DCT?dictionary.
%???odct3dict???????-?3-D?overcomplete?DCT?dictionary.
%???odctndict???????-?Multi-dimensional?overcomplete?DCT?dictionary.
%
%Demonstrations.
%???ksvddemo????????-?K-SVD?training?demonstration.
%???ksvddenoisedemo?-?K-SVD?denoising?demonstration.
%
%Miscellaneous.
%???showdict????????-?Display?a?dictionary?of?image?patches.
%???ksvdver?????????-?K-SVD?toolbox?version?information.
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????559??2009-04-19?15:15??sparse-coding?of?large?sets?of?signals\Contents.m
?????文件???????1810??2009-10-17?16:58??sparse-coding?of?large?sets?of?signals\faq.txt
?????文件?????171887??2010-01-25?10:10??sparse-coding?of?large?sets?of?signals\KSVD-OMP-v2.pdf
?????文件???????5294??2009-09-07?10:06??sparse-coding?of?large?sets?of?signals\omp.m
?????文件???????6218??2009-09-07?10:05??sparse-coding?of?large?sets?of?signals\omp2.m
?????文件??????30837??2010-01-25?10:09??sparse-coding?of?large?sets?of?signals\ompbox10.zip
?????文件???????2386??2009-04-12?20:35??sparse-coding?of?large?sets?of?signals\ompdemo.m
?????文件???????1635??2009-08-27?12:48??sparse-coding?of?large?sets?of?signals\ompspeedtest.m
?????文件???????8358??2009-10-18?00:02??sparse-coding?of?large?sets?of?signals\ompver.m
?????文件????????811??2009-08-18?12:18??sparse-coding?of?large?sets?of?signals\private\make.m
?????文件???????2219??2009-08-15?10:32??sparse-coding?of?large?sets?of?signals\private\mexutils.c
?????文件???????3655??2009-08-18?12:18??sparse-coding?of?large?sets?of?signals\private\mexutils.h
?????文件??????12510??2009-08-13?19:34??sparse-coding?of?large?sets?of?signals\private\myblas.c
?????文件??????14673??2009-08-17?18:45??sparse-coding?of?large?sets?of?signals\private\myblas.h
?????文件???????3490??2009-08-18?12:24??sparse-coding?of?large?sets?of?signals\private\omp2mex.c
?????文件????????896??2009-04-12?13:18??sparse-coding?of?large?sets?of?signals\private\omp2mex.m
?????文件??????20480??2010-01-25?17:13??sparse-coding?of?large?sets?of?signals\private\omp2mex.mexw32
?????文件??????12354??2009-08-25?18:09??sparse-coding?of?large?sets?of?signals\private\ompcore.c
?????文件???????3118??2009-08-26?11:38??sparse-coding?of?large?sets?of?signals\private\ompcore.h
?????文件???????2820??2009-08-18?12:24??sparse-coding?of?large?sets?of?signals\private\ompmex.c
?????文件????????792??2009-04-12?13:18??sparse-coding?of?large?sets?of?signals\private\ompmex.m
?????文件??????19968??2010-01-25?17:13??sparse-coding?of?large?sets?of?signals\private\ompmex.mexw32
?????文件???????4523??2009-04-12?13:43??sparse-coding?of?large?sets?of?signals\private\ompprof.c
?????文件???????3082??2009-08-18?12:12??sparse-coding?of?large?sets?of?signals\private\ompprof.h
?????文件???????1933??2009-08-18?12:25??sparse-coding?of?large?sets?of?signals\private\omputils.c
?????文件???????2272??2009-08-18?12:19??sparse-coding?of?large?sets?of?signals\private\omputils.h
?????文件????????693??2009-04-19?14:07??sparse-coding?of?large?sets?of?signals\private\printf.m
????..AD...?????????0??2010-01-25?17:13??sparse-coding?of?large?sets?of?signals\private
?????文件???????1307??2009-10-17?16:52??sparse-coding?of?large?sets?of?signals\readme.txt
?????目錄??????????0??2010-01-25?17:12??sparse-coding?of?large?sets?of?signals
............此處省略68個文件信息
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