Title :
Patch Map for Fast Texture Synthesis
Author :
Changzhen, Xiong ; Fenhong, Guo ; Jiancheng, Zou ; Dongxu, Qi
Author_Institution :
Sun Yat-sen Univ., Guangzhou
Abstract :
A novel texture synthesis method is presented to form large and feature-preserved textures. The task of texture synthesis is divided into two phases: analysis, and synthesis. During the analysis phase, we generate a patch map via Graph cuts, feature deformation and matching. The main task of synthesis phase is to pick up a patch in the patch map and place it in the output to synthesize large target textures. The experimental results show that the patch map algorithm fast synthesizes high-quality textures ranging from regular to stochastic. Compared with the existing methods, our approach preserves texture feature well when pixel-based jump map algorithm and graph cuts method fail to produce good results.
Keywords :
feature extraction; graph theory; image matching; image texture; feature deformation; feature matching; graph cut; patch map; texture analysis; texture synthesis method; Application software; Costs; Educational institutions; Humans; Information science; Joining processes; Mathematics; Stochastic processes; Sun; Visual system;
Conference_Titel :
Communications, Computers and Signal Processing, 2007. PacRim 2007. IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4244-1189-4
Electronic_ISBN :
1-4244-1190-4
DOI :
10.1109/PACRIM.2007.4313283