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

IEEE Transactions on Image Processing, no. 6 (2005): 705-712

被引用142|浏览24
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摘要

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 account higher order statistics needed for o...更多

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