Research on Blind Image Restoration Based on Two Dimensional Constant Modulus Algorithm
Yecai Guo, Lu Lu, Chen Li
Available Online February 2017.
- https://doi.org/10.2991/emcm-16.2017.79How to use a DOI?
- Two-dimensional blind equalization algorithm; Constant modulus algorithm; Blind image restoration; Fuzzy image processing
- Aiming at the defects of existing image restoration algorithms, the image restoration algorithm based on two dimensional constant modulus blind equalization algorithm is proposed. In this proposed algorithm, the constant modulus blind equalization algorithm with fast convergence and small mean square error is extended from one-dimension to two-dimension, it is applied to two-dimension image blind restoration, and its convergence speed is independent of the initial condition. After the degraded images of pollution or the fuzzy images are processed by the proposed algorithm, the image quality is greatly improved. The simulation tests show that the proposed algorithm is better than one-dimensional CMA in image blind restoration.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Yecai Guo AU - Lu Lu AU - Chen Li PY - 2017/02 DA - 2017/02 TI - Research on Blind Image Restoration Based on Two Dimensional Constant Modulus Algorithm BT - 2016 7th International Conference on Education, Management, Computer and Medicine (EMCM 2016) PB - Atlantis Press SN - 2352-538X UR - https://doi.org/10.2991/emcm-16.2017.79 DO - https://doi.org/10.2991/emcm-16.2017.79 ID - Guo2017/02 ER -