Sparse Representations for Range Data Restoration

  title={Sparse Representations for Range Data Restoration},
  author={Mona Mahmoudi and Guillermo Sapiro},
  journal={IEEE Transactions on Image Processing},
In this paper, the problem of denoising and occlusion restoration of 3-D range data based on dictionary learning and sparse representation methods is explored. We apply these techniques after converting the noisy 3-D surface into one or more images. We present experimental results on the proposed approaches. 
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