Title :
A fast texture synthesis method based on cooccurrence matrix analysis
Author :
Xu, Gang ; Hong, Yan
Author_Institution :
Dept. of Electr. & Electron. Eng., North China Electr. Power Univ., Beijing, China
Abstract :
A synthetical algorithm on texture synthesizing based on texture detail intensity calculating by using co-occurrence matrix analysis is proposed in the paper. Classifying the texture into the random texture part and the structural texture part using the co-occurrence matrix analysis to synthesis the two different parts respectively .To do this, we combine the advantages of two approaches so that we can speed up the time and gain a better result. Meanwhile, we presents an efficient algorithm applies the multiresolution method into the random texture synthesizing. Further, this paper provides experimental results to demonstrate the influence caused by the different neighborhood size applied to the experiment.
Keywords :
image texture; matrix algebra; cooccurrence matrix analysis; fast texture synthesis method; multiresolution method; random texture synthesizing; synthetical algorithm; texture detail intensity; Algorithm design and analysis; Computer graphics; Computer vision; Frequency synthesizers; Image processing; Image texture analysis; Performance analysis; Pixel; Power engineering and energy; Shape; image-quilting; pixel-match; random texture; structural texture; texture detail intensity;
Conference_Titel :
Computer Science and Information Technology, 2009. ICCSIT 2009. 2nd IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-4519-6
Electronic_ISBN :
978-1-4244-4520-2
DOI :
10.1109/ICCSIT.2009.5234892