Title :
Edge enhancement using fuzzy reasoning technique
Author :
Chen, Qian ; Zheng, Nan-ning
Author_Institution :
Inst. of Artificial Intelligence & Robotics, Xi´´an Jiaotong Univ., China
Abstract :
In order to acquire high definition visual pictures, the edge enhancement technique is often used. In this paper, a fuzzy reasoning technique that is employed to enhance the picture is introduced. From this technique pictures are enhanced due to the different levels of the threshold, which is more suitable for human visual system. Experimental results show this technique can give a perfect visual effect after picture enhancement.
Keywords :
computer vision; edge detection; feature extraction; fuzzy set theory; image enhancement; inference mechanisms; minimax techniques; edge enhancement; fuzzy reasoning; fuzzy set theory; image enhancement; maximin centroid method; threshold extraction; trapezoidal membership; Artificial intelligence; Brightness; Electronic mail; Fuzzy control; Fuzzy reasoning; Humans; Input variables; Intelligent robots; Visual effects; Visual system;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1174535