Hallucinating face by eigentransformation

@article{Wang2005HallucinatingFB,
  title={Hallucinating face by eigentransformation},
  author={Xiaogang Wang and Xiaoou Tang},
  journal={IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)},
  year={2005},
  volume={35},
  pages={425-434}
}
In video surveillance, the faces of interest are often of small size. Image resolution is an important factor affecting face recognition by human and computer. In this paper, we propose a new face hallucination method using eigentransformation. Different from most of the proposed methods based on probabilistic models, this method views hallucination as a transformation between different image styles. We use Principal Component Analysis (PCA) to fit the input face image as a linear combination… CONTINUE READING
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