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

Published version (via Digital Object Identifier)

Duke Authors

Sapiro, Guillermo

Cited Authors

Mahmoudi, M; Sapiro, G

Published Date

May 2012

Published In

Ieee Transactions on Image Processing : a Publication of the Ieee Signal Processing Society

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