DocumentCode
1666938
Title
Two dimensional resolution improvement of frame images by genetic algorithms
Author
Mori, Kazuo ; Nishi, Syougo ; Fuchida, Takayasu ; Murashima, Sadayuki
Author_Institution
Fac. of Eng., Kagoshima Univ., Japan
Volume
1
fYear
2002
Firstpage
640
Lastpage
645
Abstract
It is thought that two dimensional resolution improvement of frame images is same as the problem of optimum search that satisfied a given condition to the frame imaging system. It is known that a genetic algorithm is extremely effective for optimum search problems. In this paper, a genetic algorithm is investigated for two dimensional resolution improvement of frame images in time series. Also, some experimental results are shown, and it is proved that the proposed method is effective when used with noisy images
Keywords
genetic algorithms; image processing; search problems; television; time series; 2D resolution; frame images; frame imaging system; genetic algorithms; optimum search; television system; time series; Cutoff frequency; Filtering; Frequency estimation; Genetic algorithms; High-resolution imaging; Image resolution; Pixel; Search problems; Simulated annealing; TV;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location
Honolulu, HI
Print_ISBN
0-7803-7282-4
Type
conf
DOI
10.1109/CEC.2002.1007001
Filename
1007001
Link To Document