Publications by Guillermo Sapiro.
Papers Published
- Mahmoudi, M; Sapiro, G, Sparse representations for range data restoration.,
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, vol. 21 no. 5
(May, 2012),
pp. 2909-2915 [22287242], [doi] .
(last updated on 2025/12/31)Abstract:
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.