Application of genetic programming to edge detector design
Inhaltsverzeichnis
Reference
T. Golonek and D. Grzechca and J. Rutkowski: Application of genetic programming to edge detector design. Proceedings of the IEEE International Symposium on Circuits and Systems, ISCAS 2006, IEEE, 21-24 May 2006.
DOI
http://dx.doi.org/10.1109/ISCAS.2006.1693675
Abstract
The new approach to edge detection is presented in this paper. The proposed method uses genetic programming (GP) to search for digital transfer function of image edge detector. The found function can be easily implemented to any programmable logic device (PLD) that allows to build a fast system of image processing
Extended Abstract
Bibtex
Used References
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R.C. Gonzales , R.E. Woods, "Digital image processing", AddisonWesley, California, 1992.
P.J. Terry, D. Vu, "Edge detection using neural networks", Proc. of the 27-th Asilomar Conference on Signals, Systems and Computers, vol. 1, USA, 1993, pp. 391-395. http://dx.doi.org/10.1109/ACSSC.1993.342541
D. E. Goldberg, "Genetic Algorithms in Search / Optimization and Machine Learning", Addison Wesley, 1989.
J.R. Koza, "Genetic Programming: on the programming of computers by means of natural selection", MIT Press, Cambridge, 1992.
W. Banzhaf, P. Nordin, R.E. Keller, F.D. Francone, "Genetic Programming - An Introduction", Morgan Kaufmann Publishers, San Francisco, California, 1998.
T. Golonek, J. Rutkowski, "Application of Genetic Programming to Analog Fault Decoder Design", Proc. of the European Conference on Circuit Theory and Design, Krakow, Poland, 2003.
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