Superresolution Image Reconstruction Using Fast Inpainting Algorithms

  title={Superresolution Image Reconstruction Using Fast Inpainting Algorithms},
  author={T. F. Chan and M. K. Ng and Andy C. Yau and Andy M. Yip},
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
Highly Cited
This paper has 55 citations. REVIEW CITATIONS