Title :
Fuzzy edge detection based on wavelets transform
Author :
Zong, Xiao-ping ; Liu, Wei-Wei
Author_Institution :
Coll. of Electron. & Inf. Eng., Hebei Univ., Baoding
Abstract :
This paper proposes a fuzzy edge detection algorithm based on wavelet. Different with traditional algorithms, the algorithm fuses the information about the pixels to detect edge of the image used the fuzzy logic. It is shown in the experiment that the algorithm can detect the boundary clearly even the image contains strong noise.
Keywords :
edge detection; fuzzy set theory; sensor fusion; wavelet transforms; fuzzy edge detection; fuzzy logic; image boundary detection; pixel information fusion; wavelet transform; Change detection algorithms; Cybernetics; Educational institutions; Filters; Fuzzy sets; Image edge detection; Low-frequency noise; Machine learning; Pixel; Wavelet transforms; Edge detection; Fuzzy; Membership function; Wavelet transform;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620897
