Corpus ID: 7588609

Recover Canonical-View Faces in the Wild with Deep Neural Networks

@article{Zhu2014RecoverCF,
  title={Recover Canonical-View Faces in the Wild with Deep Neural Networks},
  author={Zhenyao Zhu and Ping Luo and Xiaogang Wang and X. Tang},
  journal={ArXiv},
  year={2014},
  volume={abs/1404.3543}
}
Face images in the wild undergo large intra-personal variations, such as poses, illuminations, occlusions, and low resolutions, which cause great challenges to face-related applications. This paper addresses this challenge by proposing a new deep learning framework that can recover the canonical view of face images. It dramatically reduces the intra-person variances, while maintaining the inter-person discriminativeness. Unlike the existing face reconstruction methods that were either evaluated… Expand
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