Title :
A fast wavelet-packet-based algorithm for texture synthesis
Author :
Hsi-Chin Hsin ; Tze-Yun Sung ; Lu-Ting Ko
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. United Univ., Miaoli, Taiwan
Abstract :
We propose a fast texture synthesis algorithm based on wavelet packet transform. It decomposes the input image into wavelet packet coefficients, then a 2-step matching, specifically coarse matching based on low frequency wavelet packet coefficients followed by fine matching based on high frequency wavelet packet coefficients, is used for the texture synthesis task. Experimental results show that the proposed algorithm is preferable in terms of computation time.
Keywords :
image matching; image texture; wavelet transforms; 2-step matching; computation time; fast wavelet-packet-based algorithm; low frequency wavelet packet coefficients-based coarse matching; texture synthesis task; wavelet packet transform-based fast texture synthesis algorithm; Algorithm design and analysis; Educational institutions; Frequency synthesizers; Image resolution; Wavelet packets;
Conference_Titel :
Pattern Recognition (ICPR), 2012 21st International Conference on
Conference_Location :
Tsukuba
Print_ISBN :
978-1-4673-2216-4