Title :
An Effective Filter Based on Fuzzy Technique and its Application
Author :
Peizhen, Wang ; Lusheng, Ge ; Shicheng, Zheng ; Ying, Qiao
Author_Institution :
Anhui Technol. Univ., Ma´´anshan
Abstract :
In this paper, an adaptive filter, which is based on fuzzy reasoning technique, is proposed. The proposed approach firstly judges a pixel in the image to be a noise or non-noise with the fuzzy reasoning technique. If it´s a fine detail, let it be. If it´s an uncertain or a noise one, process it with a fuzzy weight smooth filter. Further more, to meet the requirement of some realtime application, two simplifying methods of this proposed approach are developed. The application in the sintering section image and photovoltaic array infrared image processing shows the proposed approach is more effective and feasible
Keywords :
fuzzy reasoning; image denoising; smoothing methods; adaptive filter; fuzzy reasoning technique; fuzzy weight smooth filter; photovoltaic array infrared image processing; sintering section image; Adaptive filters; Fuzzy reasoning; Image processing; Information filtering; Information filters; Infrared imaging; Photovoltaic systems; Pixel; Solar power generation; Uncertainty; Filter; Fuzzy Reasoning; Image Processing; Infrared Image; Sintering Section;
Conference_Titel :
Industrial Electronics and Applications, 2006 1ST IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
0-7803-9513-1
Electronic_ISBN :
0-7803-9514-X
DOI :
10.1109/ICIEA.2006.257260