Face recognition using Ada-Boosted Gabor features

@article{Yang2004FaceRU,
  title={Face recognition using Ada-Boosted Gabor features},
  author={Peng Yang and Shiguang Shan and Wen Gao and Stan Z. Li and Dong Zhang},
  journal={Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Proceedings.},
  year={2004},
  pages={356-361}
}
Face representation based on Gabor features has attracted much attention and achieved great success in face recognition area for the advantages of the Gabor features. However, Gabor features currently adopted by most systems are redundant and too high dimensional. In this paper, we propose a face recognition method using AdaBoosted Gabor features, which are not only low dimensional but also discriminant. The main contribution of the paper lies in two points: (1) AdaBoost is successfully applied… CONTINUE READING
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