Title :
Automatically choosing source color images for coloring grayscale images
Author :
Vieira, Luiz Filipe M ; Vilela, Rafael D. ; Nascimento, Erickson R do ; Fernandes, Fernando A., Jr. ; Carceroni, Rodrigo L. ; Araujo, Arnaldo A.
Author_Institution :
Departamento de Ciencia da Computacao, Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil
Abstract :
We introduce a methodology for adding color to grayscale images in a way that is completely automatic. Towards this goal, we build on a technique that was recently developed to transfer colors from a user-selected source image to a target grayscale image. More specifically, we eliminate the need for human intervention in the selection of the source color images, which can be regarded as a first step towards real-time video colorization. To assess the merit of our methodology, we performed a survey where volunteers were asked to rate the plausibility of the colorings generated automatically for individual images. In most cases automatically-colored images were rated either as totally plausible or as mostly plausible.
Keywords :
colour graphics; content-based retrieval; image colour analysis; image retrieval; visual databases; automatically-colored images; grayscale image coloring; image coloring plausibility; image retrieval techniques; real-time video colorization; user-selected source image; Color; Computer graphics; Computer industry; Gray-scale; Humans; Image databases; Layout; Motion pictures; Pixel; Visualization;
Conference_Titel :
Computer Graphics and Image Processing, 2003. SIBGRAPI 2003. XVI Brazilian Symposium on
Print_ISBN :
0-7695-2032-4
DOI :
10.1109/SIBGRA.2003.1241003