Design and Realization of Improved Image Restoration Method Based on Fuzzy Projection onto Convex Sets

DOI

10.2991/mic-15.2015.14How to use a DOI?

Keywords

wavelet transform; fuzzy POCS; image restoration; reliability

Abstract

Noise affects the recovery effect. So this paper proposed an improved method for image restoration. In this method, first of degraded images using wavelet transform to remove noise while fuzzy POCS algorithm to measure the reliability of the wavelet coefficients, so while eliminating noise can incorporate more reliable information. Experimental results show that the proposed approach in image restoration can effectively eliminate noise and improve image clarity

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Li Xin
PY  - 2015/08
DA  - 2015/08
TI  - Design and Realization of Improved Image Restoration Method Based on Fuzzy Projection onto Convex Sets
BT  - Proceedings of the 2nd International Conference on Modelling, Identification and Control
PB  - Atlantis Press
SP  - 64
EP  - 67
SN  - 1951-6851
UR  - https://doi.org/10.2991/mic-15.2015.14
DO  - 10.2991/mic-15.2015.14
ID  - Xin2015/08
ER  -