Title: Face Recognition Method Based on Compressed Sensing
Abstract:Sparse Representation-based Classification(SRC) method performs excellent in face recognition but shows high complexity in computation.This paper proposes face recognition method based on Compressed S...Sparse Representation-based Classification(SRC) method performs excellent in face recognition but shows high complexity in computation.This paper proposes face recognition method based on Compressed Sensing(CS) named Classified Orthogonal Matching Pursuit(COMP).L1-norm minimization representation algorithm is replaced by Orthogonal Matching Pursuit(OMP) algorithm to reduce complexity,and mode category information is introduced in OMP to endow the method stronger ability to category.Experiments based on YaleB face database clarify that the recognition rate of COMP is higher than OMP.Read More
Publication Year: 2012
Publication Date: 2012-01-01
Language: en
Type: article
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Cited By Count: 2
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