Title :
A new successive elimination algorithm for fast block matching in motion estimation
Author :
Zhu, Ce ; Qi, Wei-Song ; Ser, Wee
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
In this paper, an algorithm, fine granularity successive elimination (FGSE), is proposed for fast optimal block matching in motion estimation. The FGSE is featured by providing a sequence of fine grained boundary levels in an aim to reject a checking candidate as early as possible, thus reducing computational load as much as possible. It is shown that the multilevel successive elimination algorithm (MSEA) is just a degraded case of FGSE with much coarser boundary levels. Comparative experiments are presented to verify the substantial speed-up gain of the proposed algorithm over the MSEA.
Keywords :
computational complexity; image matching; motion estimation; computational load reduction; fast block matching; fine grained boundary levels; fine granularity successive elimination; motion estimation; multilevel successive elimination algorithm; optimal block matching; Computational complexity; Degradation; Motion estimation; Video coding;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1328851