Max-margin non-negative matrix factorization

Image and Vision Computing

Volumn 30, Issue 4-5, 2012, Pages 279-291

  Kumar, B G Vijay ^a   Kotsia, Irene ^a   Patras, Ioannis ^a  

^a QUEEN MARY UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

Max margin classifier; Non negative Matrix Factorization; Semi NMF; Supervised feature extraction

Indexed keywords

ALGORITHMS; COMPUTER VISION; CONSTRAINED OPTIMIZATION; FACE RECOGNITION; FEATURE EXTRACTION; GESTURE RECOGNITION; IMAGE RETRIEVAL; SUPPORT VECTOR MACHINES;

ACTION RECOGNITION; COMPUTER VISION PROBLEMS; CONSTRAINED OPTIMIZATION PROBLEMS; COORDINATE DESCENT; FACIAL EXPRESSION RECOGNITION; HIGH-DIMENSIONAL FEATURE SPACE; ITERATIVE OPTIMIZATION; LOW-DIMENSIONAL SPACES; MATRIX FACTORIZATIONS; MAXIMUM MARGIN; NONNEGATIVE MATRIX FACTORIZATION; PEDESTRIAN DETECTION; SEMI-NMF; SEPARATING HYPERPLANE; SUB-PROBLEMS; SUPPORT VECTOR; SVM CLASSIFIERS;

MATRIX ALGEBRA;

EID: 84861720989     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.imavis.2012.02.010     Document Type: Review

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