Title :
An improved three states filter algorithm for impulse noise removal
Author :
Lijuan Zhan ; Zhiyong Zuo ; Shengguo Zhu
Author_Institution :
Dept. Inst. for Pattern Recognition & Artificial Intell., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
The Tri-State Median Filter (TSM), which incorporates the traditional standard median(SM) filter and the center weighted median (CWM) filter into image processing. TSM put the difference between the result of SM and CWM filters and the original value as a reference of noise detection, which preserves more image details and enhance the effect of the filter. This article is based on the TSM, breaking the traditional mode and combining Adaptive Median Filter (AMF) with Decision based-Algorithm (DBAIN).Experiment results show that this paper´s method has a better filtering effect than TSM.
Keywords :
adaptive filters; image denoising; median filters; AMF; CWM filter; DBAIN; SM filter; TSM; adaptive median filter; center weighted median filter; decision based-algorithm; image processing; improved three states filter algorithm; impulse noise removal; standard median filter; tristate median filter; image enhance; impulse noise; noise reduction;
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2196-9
DOI :
10.1109/ICoSP.2012.6491625