Title :
Image quality enhancement support system by gamma correction using interactive evolutionary computation
Author :
Tokuda, Yuichiro ; Hashino, Yasuhiro ; Ohashi, Gosuke ; Tsukada, Masato ; Kobayashi, Reiichi ; Shimodaira, Yoshifumi
Author_Institution :
Shizuoka Univ., Shizuoka
Abstract :
By noting gamma correction as one of the image quality adjustment parameters, the authors create an image quality enhancement support system capable of reflecting user subjectivity. In this study, the derivation of an optimum gamma value is formulated as an optimization problem. To reflect user subjectivity, an image quality enhancement support system is realized by interactive evolutionary computation. This technique is verified by comparing it with a manually derived gamma value, image quality, and derivation time.
Keywords :
evolutionary computation; gamma distribution; image enhancement; gamma correction; image quality enhancement support system; interactive evolutionary computation; Biological cells; Evolution (biology); Evolutionary computation; Genetic algorithms; Genetic mutations; Humans; IEC standards; Image quality; National electric code; Video equipment;
Conference_Titel :
Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
978-1-4244-0990-7
Electronic_ISBN :
978-1-4244-0991-4
DOI :
10.1109/ICSMC.2007.4413712