Resolution enhancement via probabilistic deconvolution of multiple degraded images

  title={Resolution enhancement via probabilistic deconvolution of multiple degraded images},
  author={Filip Sroubek and Jan Flusser},
  journal={Pattern Recognition Letters},
We present a maximum a posteriori solution to the problem of obtaining a high-resolution image from a set of degraded low-resolution images of the same scene. The proposed algorithm has the advantage that no prior knowledge of blurring functions is required and it can handle unknown misregistrations between the input images. An efficient implementation scheme of alternating minimizations is presented together with experiments that demonstrate the performance of the algorithm. 2005 Elsevier B.V… CONTINUE READING
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