Title :
On the Transfer of Painting Style to Photographic Images through Attention to Colour Contrast
Author :
Zhang, Xiaoyan ; Constable, Martin ; He, Ying
Author_Institution :
Inst. for Media Innovation, Nanyang Technol. Univ., Singapore, Singapore
Abstract :
This paper proposes a way to transfer the visual style of a painting as characterised by colour contrast to a photographic image by manipulating the visual attributes in terms of hue, saturation and lightness. We first extract the visual characteristics in hue, saturation and lightness from a painting. Then, these characteristics are transferred to a photographic image by histogram matching in saturation and lightness and dominant hue spread and relative position mapping along the RYB colour wheel. We evaluated the proposed transfer method on a number of paintings and photographs. The results are encouraging.
Keywords :
art; data visualisation; image colour analysis; image matching; optical transfer function; painting; photography; RYB colour wheel; colour contrast; histogram matching; painting style; photographic image; position mapping; transfer method; visual attribute; Art; Histograms; Image color analysis; Painting; Pixel; Visualization; Wheels; RYB colour space; colour contrast; painting style; style transfer;
Conference_Titel :
Image and Video Technology (PSIVT), 2010 Fourth Pacific-Rim Symposium on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-8890-2
DOI :
10.1109/PSIVT.2010.76