Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)

Image Adaptive Enhancement Strategy Based on Neural Network

Authors
Jiande Zhang, Chenrong Huang, Jingui Lu
Corresponding Author
Jiande Zhang
Available Online March 2013.
DOI
10.2991/iccsee.2013.464How to use a DOI?
Keywords
image enhancement, neural network, image filter, image processing
Abstract

Neural network algorithm is applied to image adaptive enhancement problem to determine the processing parameters in this paper. Based on the analysis of image enhancement theory, a BP neural network algorithm which contains forward propagation of information and back propagation of error is introduced to image filter designing, and the detailed computer implementation procedure is given for image enhancement. Numerical experiments have been performed to evaluate the efficiency of neural network algorithm for optimization problem of image enhancement.

Copyright
© 2013, 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/).

Download article (PDF)

Volume Title
Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
Series
Advances in Intelligent Systems Research
Publication Date
March 2013
ISBN
10.2991/iccsee.2013.464
ISSN
1951-6851
DOI
10.2991/iccsee.2013.464How to use a DOI?
Copyright
© 2013, 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  - Jiande Zhang
AU  - Chenrong Huang
AU  - Jingui Lu
PY  - 2013/03
DA  - 2013/03
TI  - Image Adaptive Enhancement Strategy Based on Neural Network
BT  - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
PB  - Atlantis Press
SP  - 1850
EP  - 1852
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccsee.2013.464
DO  - 10.2991/iccsee.2013.464
ID  - Zhang2013/03
ER  -