Title :
Real-time photo style transfer
Author :
Zhao, Hanli ; Jin, Xiaogang ; Shen, Jianbing ; Wei, Feifei
Author_Institution :
State Key Lab. of CAD & CG, Zhejiang Univ., Hangzhou, China
Abstract :
This paper presents a novel approach for real-time photo style transfer. The automatic image manipulation technique is performed in the oRGB color space, which is a new color model based on the psychologically opponent color theory. We transfer color from an appropriate source image to the target image using a simple statistical analysis. In addition, we match the global luminance histogram to achieve better photographic look. Note that the whole pipeline is highly parallel, enabling a GPU-based real-time implementation. Several experimental results are shown to demonstrate the effectiveness and efficiency of the proposed method.
Keywords :
image colour analysis; statistical analysis; automatic image manipulation technique; global luminance histogram; oRGB color space; psychologically opponent color theory; real-time photo style transfer; statistical analysis; Character generation; Computational efficiency; Computer science; Histograms; Image color analysis; Image converters; Image processing; Pixel; Space technology; Statistical analysis;
Conference_Titel :
Computer-Aided Design and Computer Graphics, 2009. CAD/Graphics '09. 11th IEEE International Conference on
Conference_Location :
Huangshan
Print_ISBN :
978-1-4244-3699-6
Electronic_ISBN :
978-1-4244-3701-6
DOI :
10.1109/CADCG.2009.5246916