One Kind of Multi-scale Algorithm Based on Wavelet Integration
- 10.2991/icecee-15.2015.183How to use a DOI?
- image restoration MSR algorithm wavelet transformation wavelet integration
at present, people universally adopt MSR algorithm to make restoration for degraded and weak light image, but when MSR algorithm makes process on degraded image, it can not effectively make recovery on details and colors of image at the same time, so this paper puts forward one kind of new MSR improvement algorithm to make process on degraded image. It is based on information integration strategy based on wavelet transformation domain to replace linear weight strategy of multi-scale reflected image in MSR algorithm, the basic idea of integration is as follows: firstly, it decomposes wavelet of 2 layers waiting for integration and then take maximum value of absolute in high-frequency component to stress details of image, low-frequency component adopts method based on local power to adjust background and color, realize fidelity effect. Finally, through subjective observation and objective evaluation, it indicates: on recovery for degraded image, algorithm in this paper will have better effect on detail recovery and fidelity aspect than the traditional MSR algorithm.
- © 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 - Zhen Chen AU - Fan Wu PY - 2015/06 DA - 2015/06 TI - One Kind of Multi-scale Algorithm Based on Wavelet Integration BT - Proceedings of the 2015 International Conference on Electrical, Computer Engineering and Electronics PB - Atlantis Press SP - 962 EP - 966 SN - 2352-538X UR - https://doi.org/10.2991/icecee-15.2015.183 DO - 10.2991/icecee-15.2015.183 ID - Chen2015/06 ER -