Application of metaheuristic algorithms for optimal smartphone-photo enhancement

Author

Rasdi Rere, L.M. ; Fanany, M.I. ; Murni, A.

Author_Institution

Fac. of Comput. Sci., Univ. Indonesia, Depok, Indonesia

fYear

2014

fDate

7-10 Oct. 2014

Firstpage

542

Lastpage

546

Abstract

Nowadays taking a photo from smartphones is widely popular because of their simplicity and convenience, but the images from them sometimes suffer from illumination and color distortion, so an enhancement of these images are necessary. There are many kind of image enhancement have been proposed. One of them using metaheuristic. In this paper we pursue efficient metaheuristic algorithms for optimal image contrast enhancement for smartphone-photo. Several smartphone-photos and image from benchmark data are used to evaluate the algorithms. The simulation results show metaheuristic methods are a possible efficient scheme to increase the quality of contrasting from smartphone-photo.

Keywords

image colour analysis; image enhancement; lighting; smart phones; benchmark data; color distortion; illumination; metaheuristic algorithm application efficiency; optimal image contrast enhancement; optimal smartphone-photo enhancement; Algorithm design and analysis; Image edge detection; Image enhancement; Linear programming; Optimization; Simulation; Sociology; image enhancement; metaheuristic algorithm; smartphone-photo;

fLanguage

English

Publisher

ieee

Conference_Titel

Consumer Electronics (GCCE), 2014 IEEE 3rd Global Conference on

Conference_Location

Tokyo

Type

conf

DOI

10.1109/GCCE.2014.7031307

Filename

7031307