Unified Blind Method for Multi-Image Super-Resolution and Single/Multi-Image Blur Deconvolution

@article{Faramarzi2013UnifiedBM,
  title={Unified Blind Method for Multi-Image Super-Resolution and Single/Multi-Image Blur Deconvolution},
  author={Esmaeil Faramarzi and Dinesh Rajan and Marc P. Christensen},
  journal={IEEE Transactions on Image Processing},
  year={2013},
  volume={22},
  pages={2101-2114}
}
This paper presents, for the first time, a unified blind method for multi-image super-resolution (MISR or SR), single-image blur deconvolution (SIBD), and multi-image blur deconvolution (MIBD) of low-resolution (LR) images degraded by linear space-invariant (LSI) blur, aliasing, and additive white Gaussian noise (AWGN). The proposed approach is based on alternating minimization (AM) of a new cost function with respect to the unknown high-resolution (HR) image and blurs. The regularization term… CONTINUE READING
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