Sparse Representations for Range Data Restoration

@article{Mahmoudi2012SparseRF,
  title={Sparse Representations for Range Data Restoration},
  author={Mona Mahmoudi and Guillermo Sapiro},
  journal={IEEE Transactions on Image Processing},
  year={2012},
  volume={21},
  pages={2909-2915}
}
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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