Sparse representations for range data restoration.
Journal Article (Letter)
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.
Full Text
Duke Authors
Cited Authors
- Mahmoudi, M; Sapiro, G
Published Date
- May 2012
Published In
Volume / Issue
- 21 / 5
Start / End Page
- 2909 - 2915
PubMed ID
- 22287242
Electronic International Standard Serial Number (EISSN)
- 1941-0042
International Standard Serial Number (ISSN)
- 1057-7149
Digital Object Identifier (DOI)
- 10.1109/tip.2012.2185940
Language
- eng