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SINOBIOMETRICS
2004
Springer

Novel Face Detection Method Based on Gabor Features

10 years 2 months ago
Novel Face Detection Method Based on Gabor Features
Gabor-based Face representation has achieved great success in face recognition, while whether and how it can be applied to face detection is rarely studied. This paper originally investigates the Gabor feature based face detection method, and proposes a coarse-to-fine hierarchical face detector combining the high efficiency of Harr features and the excellent discriminating power of the Gabor features. Gabor features are AdaBoosted to form the final verifier after the cascade of Harr-based AdaBoost face detector. Extensive experiments are conducted on several face databases and verified the effectiveness of the proposed approach.
Jie Chen, Shiguang Shan, Peng Yang, Shengye Yan, X
Added 02 Jul 2010
Updated 02 Jul 2010
Type Conference
Year 2004
Where SINOBIOMETRICS
Authors Jie Chen, Shiguang Shan, Peng Yang, Shengye Yan, Xilin Chen, Wen Gao
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