Title :
A new approach to select the optimum neighborhood for edge preserving filter
Author :
Yang, Leiku ; Li, Shengyu ; Lu, Xiaoping ; Guo, Zengzhang
Author_Institution :
Henan Polytech. Univ., Jiaozuo
Abstract :
In this paper, we propose a new approach to select the optimum neighborhood for edge preserving filter, which is based on the minimum distance of gray value between the current pixel and its neighborhood. Compared with the earlier algorithm searching the least mean variance of neighborhood, our approach can consider not only the neighborhood character itself but also the relationship with the current pixel This advantage has been directly shown to us from the equation deducing of the new algorithm, and the experiment has good results also.
Keywords :
edge detection; filtering theory; least mean squares methods; edge preserving filter; gray value; least mean variance; optimum neighborhood; Equations; Graphics; Image converters; Information filtering; Information filters; Noise shaping; Pixel; Shape; Smoothing methods;
Conference_Titel :
Image and Graphics, 2007. ICIG 2007. Fourth International Conference on
Conference_Location :
Sichuan
Print_ISBN :
0-7695-2929-1
DOI :
10.1109/ICIG.2007.26