DocumentCode
3264680
Title
Constructing and Application of Adaptive Spline Wavelet Filter Coefficients in Image Edge Detection
Author
Zhang, Guangyu ; Zhu, Weile
Author_Institution
Sch. of Electron. & Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu
Volume
1
fYear
2006
fDate
38869
Firstpage
425
Lastpage
428
Abstract
The selection of wavelet scale and filter coefficients is a key technology for wavelet edge detection. In this paper, we propose an algorithm of constructing adaptive spline wavelet filter coefficients based on the genetic algorithm. We detect image edges by employing the obtained filter coefficients, and obtain a good effect of edge extraction by integrating the edge connection algorithm. Finally, experimental results are compared with Canny´s operator, and demonstrate the performance of our algorithm
Keywords
adaptive filters; edge detection; genetic algorithms; splines (mathematics); wavelet transforms; adaptive spline wavelet filter coefficients; genetic algorithm; image edge detection; Adaptive filters; Color; Continuous wavelet transforms; Detectors; Genetic algorithms; Image analysis; Image edge detection; Image processing; Image recognition; Spline;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Circuits and Systems Proceedings, 2006 International Conference on
Conference_Location
Guilin
Print_ISBN
0-7803-9584-0
Electronic_ISBN
0-7803-9585-9
Type
conf
DOI
10.1109/ICCCAS.2006.284668
Filename
4063912
Link To Document