Single Image Blind Deconvolution with Higher-Order Texture Statistics

@inproceedings{Martinello2010SingleIB,
  title={Single Image Blind Deconvolution with Higher-Order Texture Statistics},
  author={Manuel Martinello and Paolo Favaro},
  booktitle={Video Processing and Computational Video},
  year={2010}
}
We present a novel method for solving blind deconvolution, i.e., the task of recovering a sharp image given a blurry one. We focus on blurry images obtained from a coded aperture camera, where both the camera and the scene are static, and allow blur to vary across the image domain. As most methods for blind deconvolution, we solve the problem in two steps: First, we estimate the coded blur scale at each pixel; second, we deconvolve the blurry image given the estimated blur. Our approach is to… CONTINUE READING

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