Title :
Evolved gate arrays for image restoration
Author :
Burian, Adrian ; Takala, Jarmo
Author_Institution :
Inst. of Digital & Comput. Syst., Tampere Univ. of Technol., Finland
Abstract :
Evolved gate arrays with a proposed fitness function, are considered for image restoration. In this paper we proposed an on-chip solution for image restoration using an on-chip evolvable hardware method. The corrupted image is considered to be the environment of evolvable hardware structures, which are restoring the original through phenotypic evolution. We compare our solution with some classical techniques for image restoration.
Keywords :
evolutionary computation; field programmable gate arrays; image restoration; reconfigurable architectures; fitness function; gate arrays; image corruption; image recovery; image restoration; on-chip evolvable hardware; on-chip solution; phenotypic evolution; Degradation; Filtering; Hardware; Image restoration; Nonlinear filters; Optical noise; PSNR; Signal processing; Signal restoration; Working environment noise;
Conference_Titel :
Evolutionary Computation, 2004. CEC2004. Congress on
Print_ISBN :
0-7803-8515-2
DOI :
10.1109/CEC.2004.1330996
