Title :
An efficient search method for binary-based motion estimation
Author :
Lim, Jinho ; Jeong, Jechang
Author_Institution :
Dept. of Electron. & Comput. Eng., Hanyang Univ., Seoul, South Korea
Abstract :
Motion estimation using one-bit transform and two-bit transform reduces the complexity for computation of matching error; however, the peak signal-to-noise ratio (PSNR) is degraded. Modified 1BT (M1BT) and modified 2BT (M2BT) have been proposed in [5,6] to compensate degraded PSNR by adding conditional local search. However, these algorithms require many additional search points in fast moving sequences with a block size of 16×16. This paper provides more efficient search method by preparing candidate blocks using the number of non-matching points (NNMP) than the conditional local search. With this NNMP-based search, we can easily obtain candidate blocks with small NNMP and efficiently search final motion vector. Experimental results show that the proposed algorithm not only reduces computational complexity, but also improves PSNR on average compared with conventional search algorithm used in M1BT, M2BT and AM2BT.
Keywords :
computational complexity; image sequences; motion estimation; transforms; binary-based motion estimation; computational complexity; fast moving sequences; matching error; modified 1BT; modified 2BT; motion vector; nonmatching points; one-bit transform; peak signal-to-noise ratio; search method; two-bit transform; Algorithm design and analysis; Computational complexity; Motion estimation; PSNR; Pixel; Transforms;
Conference_Titel :
Consumer Electronics (ISCE), 2011 IEEE 15th International Symposium on
Conference_Location :
Singapore
Print_ISBN :
978-1-61284-843-3
DOI :
10.1109/ISCE.2011.5973799