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System and method for rapid face recognition

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专利名称:System and method for rapid face

recognition

发明人:Michael Iliadis,Haohong Wang申请号:US14449352申请日:20140801公开号:US09275309B2公开日:20160301

专利附图:

摘要:A face recognition method is provided to use sparse representation andregularized least squares-based classification on a computing device. The methodincludes obtaining an image to be recognized as a test sample y and a set of training

images of certain subjects as training sample matrix T, obtaining a sparse representationof the test sample and the training samples including an initial estimation of a sparsevector a, and constructing a new face dictionary comprising training samples with non-zero corresponding coefficients in the sparse vector a for the initial estimation. Themethod also includes obtaining new coefficients by solving a regularized least squaresproblem based on the constructed new face dictionary, and determining a face identity ofthe test sample based on minimum class residual calculated by using the newcoefficients.

申请人:TCL RESEARCH AMERICA INC.

地址:Santa Clara CA US

国籍:US

代理机构:Anova Law Group, PLLC

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