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ICASSP
2011
IEEE

A robust feature extraction algorithm based on class-Modular Image Principal Component Analysis for face verification

13 years 3 months ago
A robust feature extraction algorithm based on class-Modular Image Principal Component Analysis for face verification
Face verification systems reach good performance on ideal environmental conditions. Conversely, they are very sensitive to non-controlled environments. This work proposes the class-Modular Image Principal Component Analysis (cMIMPCA) algorithm for face verification. It extracts local and global information of the user faces aiming to reduce the effects caused by illumination, facial expression and head pose changes. Experimental results performed over three well-known face databases showed that cMIMPCA obtains promising results for the face verification task.
Jose Francisco Pereira, Rafael M. Barreto, George
Added 21 Aug 2011
Updated 21 Aug 2011
Type Journal
Year 2011
Where ICASSP
Authors Jose Francisco Pereira, Rafael M. Barreto, George D. C. Cavalcanti, Ing Ren Tsang
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