Title :
Color style transfer by constraint locally linear embedding
Author :
Zeng, Kun ; Zhang, Ruimao ; Lan, Xiaodan ; Pan, Yan ; Lin, Liang
Author_Institution :
Sun Yat-Sen Univ., Guangzhou, China
Abstract :
This paper presents a new semi-automatic method for color style transfer between images, which enhances the artistic expression of a image while preserving the content. Our method consists of three steps. (1) We first parse an input image into several semantic objects according to different material properties using interactive algorithms. (2) We search for a proper reference image from library using the semantic information. (3) The dominant colors of the input image and reference image are computed by clustering, and then we propose a constrainted locally linear embedding (CLLE) algorithm to perform color style transfer on the input image. In the experiments, we apply the proposed method to several photos to produce expressive results.
Keywords :
image colour analysis; image enhancement; image retrieval; pattern clustering; color style transfer; constraint locally linear embedding algorithm; image artistic expression enhancement; interactive algorithms; semiautomatic method; Clustering algorithms; Image color analysis; Image segmentation; Labeling; Libraries; Semantics;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6115624