Proceedings of the 2nd International Conference on Modelling, Identification and Control

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

Authors
Li Xin
Corresponding Author
Li Xin
Available Online August 2015.
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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Volume Title
Proceedings of the 2nd International Conference on Modelling, Identification and Control
Series
Advances in Intelligent Systems Research
Publication Date
August 2015
ISBN
10.2991/mic-15.2015.14
ISSN
1951-6851
DOI
10.2991/mic-15.2015.14How to use a DOI?
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/).

Cite this article

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  -