Discriminative K-SVD for dictionary learning in face recognition

作者: Qiang Zhang , Baoxin Li

DOI: 10.1109/CVPR.2010.5539989

关键词: Classifier (UML)Pattern recognitionK-SVDFacial recognition systemArtificial intelligenceComputer scienceMachine learningDiscriminative modelIterative reconstructionSubspace topologyLinear classifierApproximation algorithm

摘要: … To get around these issues, and to leverage the proven performance of the K-SVD algorithm, we propose the following Discriminative K-SVD (D-KSVD) algorithm, which uses K-SVD to …

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