Title :
Coloring gray-scale image using artificial neural networks
Author :
Bekir Karlik;Mustafa Sari?z
Author_Institution :
Hali? University, Department of Computer Engineering, 34381, Istanbul, Turkey
Abstract :
This paper presents a novel method on coloring the grayscale images. For this purpose, a combination of artificial neural networks and some image processing algorithms was developed to transfer colors from a user-selected source image to a target grayscale image. According to the results of this combining method, a survey where volunteers were asked to rate the plausibility of the colorings generated automatically was performed for individual images. In most cases automatically-colored images were rated either as totally or mostly acceptable.
Keywords :
"Gray-scale","Artificial neural networks","Color","Humans","Pixel","Image databases","Motion pictures","Computer networks","Image processing","Data visualization"
Conference_Titel :
Adaptive Science & Technology, 2009. ICAST 2009. 2nd International Conference on
Print_ISBN :
978-1-4244-3522-7
Electronic_ISBN :
2326-9448
DOI :
10.1109/ICASTECH.2009.5409700