Title :
Application of genetic programming to edge detector design
Author :
Golonek, Tomasz ; Grzechca, Damian ; Rutkowski, Jerzy
Author_Institution :
Inst. of Electron., Silesian Univ. of Technol., Gliwice
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
Keywords :
edge detection; genetic algorithms; programmable logic devices; transfer functions; digital transfer function; found function; genetic programming applications; image edge detector; programmable logic device; Current measurement; Detectors; Genetic programming; Image edge detection; Image processing; Logic functions; Pixel; Programmable logic devices; Stochastic processes; Transfer functions;
Conference_Titel :
Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
Conference_Location :
Island of Kos
Print_ISBN :
0-7803-9389-9
DOI :
10.1109/ISCAS.2006.1693675
