A New Algorithm for Generalized Optimal Discriminant Vectors-中国期刊网

摘要 Astudyhasbeenconductedonthealgorithmofsolvinggeneralizedoptimalsetofdiscriminantvectorsinthispaper.Thispaperproposesananalyticalalgorithmofsolvinggeneralizedoptimalsetofdiscriminantvectorstheoreticallyforthefirsttime.Alotofcomputationtimecanbesavedbecauseallthegeneralizedoptimalsetsofdiscriminantvectorscanbeobtainedsimultaneouslywiththeproposedalgorithm,whileitneedsnoiterativeoperations.Theproposedalgorithmcanyieldamuchhigherrecognitionrate.Furthermore,theproposedalgorithmovercomestheshortcomingsofconventionalhumanfacerecognitionalgorithmswhichwereeffectiveforsmallsamplesizeproblemsonly.ThesestatementsaresupportedbythenumericalsimulationexperimentsonfacialdatabaseofORL.

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A New Algorithm for Generalized Optimal Discriminant Vectors

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A New Algorithm for Generalized Optimal Discriminant Vectors

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