Title :
FFT-based full-search block matching using overlap-add method
Author :
Sasaki, Hidetake ; Li, Zhen ; Kiya, Hitoshi
Author_Institution :
Dept. of Inf. & Commun. Syst., Tokyo Metropolitan Univ., Hino, Japan
Abstract :
One category of fast full-search block matching algorithms (BMAs) is based on the fast Fourier transformation (FFT). In conventional methods in this category, the macroblock size must be adjusted to the search window size by zero-padding. In these methods, the memory consumption and computational complexity heavily depend on the size difference between the macroblock and the search window. Thus, we propose a novel FFT-based BMA to solve this problem. The proposed method divides the search window into multiple sub search windows to versatilely control the difference between the macroblock and the search window sizes. Simulation results show the effectiveness of the proposed method.
Keywords :
computational complexity; fast Fourier transforms; image matching; BMA; FFT; computational complexity; fast Fourier transformation; full-search block matching; macroblock; memory consumption; overlap-add method; search window; zero padding; FFT; block matching; motion estimation; overlap-add method; pattern recognition;
Conference_Titel :
Picture Coding Symposium (PCS), 2010
Conference_Location :
Nagoya
Print_ISBN :
978-1-4244-7134-8
DOI :
10.1109/PCS.2010.5702570