DocumentCode
2793088
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
Volume
5
fYear
2008
fDate
12-15 July 2008
Firstpage
2869
Lastpage
2873
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICMLC.2008.4620897
Filename
4620897
Link To Document