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資源簡介

做實驗時找到的K-SVD算法的Matlab代碼,很好用,有需要的可以下載下來一起研究下

資源截圖

代碼片段和文件信息

function?[Dictionaryoutput]?=?KSVD(...
????Data...?%?an?nXN?matrix?that?contins?N?signals?(Y)?each?of?dimension?n.
????param)
%?=========================================================================
%??????????????????????????K-SVD?algorithm
%?=========================================================================
%?The?K-SVD?algorithm?finds?a?dictionary?for?linear?representation?of
%?signals.?Given?a?set?of?signals?it?searches?for?the?best?dictionary?that
%?can?sparsely?represent?each?signal.?Detailed?discussion?on?the?algorithm
%?and?possible?applications?can?be?found?in?“The?K-SVD:?An?Algorithm?for?
%?Designing?of?Overcomplete?Dictionaries?for?Sparse?Representation“?written
%?by?M.?Aharon?M.?Elad?and?A.M.?Bruckstein?and?appeared?in?the?IEEE?Trans.?
%?On?Signal?Pr

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????12292??2020-10-25?00:25??K-SVD╩╡╧╓┤·┬δ\KSVD.m
?????文件?????????954??2020-10-25?00:25??K-SVD╩╡╧╓┤·┬δ\OMP.m
?????文件????????1083??2020-10-25?00:25??K-SVD╩╡╧╓┤·┬δ\OMPerr.m
?????文件??????????45??2020-10-25?00:25??K-SVD╩╡╧╓┤·┬δ\readme.txt

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