Joint Cascade Face Detection and Alignment

作者: Dong Chen , Shaoqing Ren , Yichen Wei , Xudong Cao , Jian Sun

DOI: 10.1007/978-3-319-10599-4_8

关键词:

摘要: We present a new state-of-the-art approach for face detection. The key idea is to combine face alignment with detection, observing that aligned face shapes provide better features for face classification. To make this combination more effective, our approach learns the two tasks jointly in the same cascade framework, by exploiting recent advances in face alignment. Such joint learning greatly enhances the capability of cascade detection and still retains its realtime performance. Extensive experiments show that our approach achieves …

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