Facial Expression Recognition Based on Fusion Features of LBP and Gabor with LDA

Gang Bai,Wanhong Jia,Yang Jin

doi:10.1109/cisp.2009.5304655

Facial Expression Recognition Based on Fusion Features of LBP and Gabor with LDA

Gang Bai, Wanhong Jia + Show 1 more

https://doi.org/10.1109/cisp.2009.5304655

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Publication Date: Oct 1, 2009

Citations: 22

Affiliation: Nankai University

#Local Binary Patterns #Facial Expression Recognition Approach + Show 8 more

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Abstract

In this paper, the novel facial expression recognition approach using fusion features of LBP and Gabor (FFLG) is proposed. At first, local binary patterns (LBPs) and Gabor wavelet features are extracted from facial images, and then Weighed LBP Gabor complex features (WLGCF) are obtained by weighing and combining. Finally, the WLGCF as recognition features are generated with LDA algorithm to represent facial expression effectively. The experiments show our approach feasible.

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