Learning multiview face subspaces and facial pose estimation using independent component analysis

An independent component analysis (ICA) based approach is presented for learning view-specific subspace representations of the face object from multiview face examples. ICA, its variants, namely independent subspace analysis (ISA) and topographic independent component analysis (TICA), take into acco...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 14(2005), 6 vom: 29. Juni, Seite 705-12
1. Verfasser: Li, Stan Z (VerfasserIn)
Weitere Verfasser: Lu, XiaoGuang, Hou, Xinwen, Peng, Xianhua, Cheng, Qiansheng
Format: Aufsatz
Sprache:English
Veröffentlicht: 2005
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Comparative Study Evaluation Study Journal Article