Image Adaptive Enhancement Strategy Based on Neural Network

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/).

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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  -