Sparse 2-D canonical correlation analysis via low rank matrix approximation for feature extraction

IEEE Signal Processing Letters

Volumn 19, Issue 1, 2012, Pages 51-54

  Yan, Jingjie ^a   Zheng, Wenming ^a   Zhou, Xiaoyan ^b   Zhao, Zhijian ^a  

^a Southeast University   (China)

^b NANJING UNIVERSITY OF INFORMATION SCIENCE AND TECHNOLOGY   (China)

Author keywords

Canonical correlation analysis; Low rank matrix approximation; Sparse 2 D canonical correlation analysis

Indexed keywords

CANONICAL CORRELATION ANALYSIS; CANONICAL VARIABLES; IMAGE FEATURE EXTRACTIONS; LINEAR COMBINATIONS; LOW RANK MATRIX APPROXIMATION; LOW-RANK MATRICES; OBJECTIVE FUNCTIONS; PROJECTION DIRECTION; SPARSE 2-D CANONICAL CORRELATION ANALYSIS;

COMPUTATIONAL COMPLEXITY; CORRELATION METHODS; DATA STRUCTURES; FEATURE EXTRACTION; IMAGE PROCESSING;

MATRIX ALGEBRA;

EID: 83455163174     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2011.2177259     Document Type: Article

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