000083131 001__ 83131
000083131 005__ 20190316233710.0
000083131 037__ $$aREP_WORK
000083131 245__ $$aFace Authentication using Client-specific Matching Pursuit
000083131 269__ $$a2004
000083131 260__ $$bIDIAP$$c2004
000083131 336__ $$aReports
000083131 520__ $$aIn this paper, we address the problem of finding image decompositions that allow good compression performance, and that are also efficient for face authentication. We propose to decompose the face image using Matching Pursuit and to perform the face authentication in the compressed domain using a MLP (Multi-Layer Perceptron) classifier. We provide experimental results and comparisons with PCA and LDA systems on the multi-modal benchmark database BANCA using its associated protocol.
000083131 6531_ $$avision
000083131 6531_ $$aLTS2
000083131 6531_ $$aBernardisetal99/LIA
000083131 700__ $$0243994$$g143942$$aMarcel, Sébastien
000083131 700__ $$aJost, P.
000083131 700__ $$0240428$$g120906$$aVandergheynst, P.
000083131 700__ $$aThiran, Jean-Philippe$$g115534$$0240323
000083131 8564_ $$uhttp://publications.idiap.ch/downloads/reports/2004/rr04-78.pdf$$zURL
000083131 8564_ $$uhttps://infoscience.epfl.ch/record/83131/files/rr04-78.pdf$$zn/a$$s497172
000083131 909C0 $$xU10381$$0252189$$pLIDIAP
000083131 909C0 $$pLTS2$$xU10380$$0252392
000083131 909C0 $$xU10954$$0252394$$pLTS5
000083131 909CO $$qGLOBAL_SET$$pSTI$$preport$$ooai:infoscience.tind.io:83131
000083131 937__ $$aEPFL-REPORT-83131
000083131 970__ $$amarcel::2004/LIDIAP
000083131 973__ $$sPUBLISHED$$aEPFL
000083131 980__ $$aREPORT