\input zb-basic
\input zb-ioport
\iteman{io-port 06006522}
\itemau{Zhang, Haichao; Nasrabadi, Nasser M.; Zhang, Yanning; Huang, Thomas S.}
\itemti{Joint dynamic sparse representation for multi-view face recognition.}
\itemso{Pattern Recognition 45, No. 4, 1290-1298 (2012).}
\itemab
Summary: We consider the problem of automatically recognizing a human face from its multi-view images with unconstrained poses. We formulate the multi-view face recognition task as a joint sparse representation model and take advantage of the correlations among the multiple views for face recognition using a novel joint dynamic sparsity prior. The proposed joint dynamic sparsity prior promotes shared joint sparsity patterns among the multiple sparse representation vectors at class-level, while allowing distinct sparsity patterns at atom-level within each class to facilitate a flexible representation. Extensive experiments on the CMU Multi-PIE face database are conducted to verify the efficacy of the proposed method.
\itemrv{~}
\itemcc{}
\itemut{multi-view face recognition; joint dynamic sparsity; joint dynamic sparse representation based classification}
\itemli{doi:10.1016/j.patcog.2011.09.009}
\end