Pose-robust albedo estimation from a single image

@article{Biswas2010PoserobustAE,
  title={Pose-robust albedo estimation from a single image},
  author={Soma Biswas and Rama Chellappa},
  journal={2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition},
  year={2010},
  pages={2683-2690}
}
We present a stochastic filtering approach to perform albedo estimation from a single non-frontal face image. Albedo estimation has far reaching applications in various computer vision tasks like illumination-insensitive matching, shape recovery, etc. We extend the formulation proposed in [3] that assumes face in known pose and present an algorithm that can perform albedo estimation from a single image even when pose information is inaccurate. 3D pose of the input face image is obtained as a… CONTINUE READING

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