000117525 001__ 117525
000117525 005__ 20190316234134.0
000117525 02470 $$2ISI$$a000257934100148
000117525 037__ $$aCONF
000117525 245__ $$aDictionary Learning Based Dimensionality Reduction for Classification
000117525 260__ $$c2008
000117525 269__ $$a2008
000117525 336__ $$aConference Papers
000117525 520__ $$aIn this article we present a signal model for classification based on a low dimensional dictionary embedded into the high dimensional signal space. We develop an alternate projection algorithm to find the embedding and the dictionary and finally test the classification performance of our scheme in comparison to Fisher’s LDA.
000117525 6531_ $$alts2
000117525 6531_ $$aLTS2
000117525 6531_ $$adictionary learning
000117525 6531_ $$aalternate projections
000117525 6531_ $$adimensionality reduction
000117525 6531_ $$aclassification
000117525 6531_ $$akernel-based learning
000117525 6531_ $$aLTS2
000117525 700__ $$0240457$$g168927$$aSchnass, Karin
000117525 700__ $$aVandergheynst, Pierre$$g120906$$0240428
000117525 7112_ $$dMarch 2008$$cMalta$$aISCCSP
000117525 773__ $$tProc. ISCCSP'08
000117525 8564_ $$zURL
000117525 8564_ $$uhttps://infoscience.epfl.ch/record/117525/files/Classification.pdf$$zn/a$$s98445
000117525 909C0 $$xU10380$$0252392$$pLTS2
000117525 909CO $$ooai:infoscience.tind.io:117525$$qGLOBAL_SET$$pconf$$pSTI
000117525 937__ $$aEPFL-CONF-117525
000117525 973__ $$rREVIEWED$$sPUBLISHED$$aEPFL
000117525 980__ $$aCONF