Laplacian sparse coding, Hypergraph Laplacian sparse coding, and applications

Sparse coding exhibits good performance in many computer vision applications. However, due to the overcomplete codebook and the independent coding process, the locality and the similarity among the instances to be encoded are lost. To preserve such locality and similarity information, we propose a L...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 35(2013), 1 vom: 07. Jan., Seite 92-104
1. Verfasser: Gao, Shenghua (VerfasserIn)
Weitere Verfasser: Tsang, Ivor Wai-Hung, Chia, Liang-Tien
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2013
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article