Superresolution Image Reconstruction Using Fast Inpainting Algorithms

@inproceedings{Chan2006SuperresolutionIR,
  title={Superresolution Image Reconstruction Using Fast Inpainting Algorithms},
  author={T. F. Chan and M. K. Ng and Andy C. Yau and Andy M. Yip},
  year={2006}
}
The main aim of this paper is to employ the total variation (TV) inpainting model to superresolution imaging problems. We focus on the problem of reconstructing a highresolution image from several decimated, blurred and noisy low-resolution versions of the high-resolution image. We propose a general framework for multiple shifted and multiple blurred low-resolution image frames which subsumes several well-known superresolution models. Moreover, our framework allows an arbitrary pattern of… CONTINUE READING
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