Title :
Fast texture synthesis based on texture standard property
Author :
Lulu Pan ; Guohua Peng ; Weidong Yan ; Hongchan Zheng
Author_Institution :
Dept. of Appl. Math., Northwestern Polytech. Univ., Xi´an, China
Abstract :
By analyzing the effect of sub-patch parameters on speed and quality of texture synthesis, we find that for a certain type of images which don´t depend on the parameters can obtain rapid and effective synthesis. We choose L2 distance between adjacent sub-patches as a measure, propose a new algorithm to calculate the coefficient of texture standard property. According to a large number of statistical results, we give a criterion of distinction of strong standard textures, weak standard textures and general images, and apply it to texture synthesis, use large scale sub-patch and zero search to synthesize strong standard textures. The results show that even compared to the global search methods, we can obtain rapid and effective results.
Keywords :
image texture; statistical analysis; adjacent subpatches; fast texture synthesis; standard textures; statistical results; subpatch parameters; texture standard property; texture synthesis; Classification algorithms; Complexity theory; Optimization; Pixel; Shape; USA Councils; texture standard coefficient; texture standard property; texture synthesis; zero-search;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5646909