Canonical principal angles correlation analysis for two-view data.

Sheng Wang,Jianfeng Lu,Xingjian Gu,Chunhua Shen,Rui Xia,Jing-Yu Yang

Journal of Visual Communication and Image Representation（2016）

引用 11|浏览51

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摘要

•Our method considers the correlation of two views, and exploits the local geometric structure of data.•The correlation of two views is measured by the angle between their principle components.•We introduce manifold regularization to maintain the local geometric.

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关键词

Canonical correlation analysis,Feature fusion,Unpaired data,Manifold regularization,Mutual subspace method,Orthogonal projection,Pattern recognition,Handwritten recognition

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