Title :
An efficient pyramid for motion estimation
Author :
Zan, Jinwen ; Ahmad, M. Omair ; Swamy, M.N.S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Concordia Univ., Montreal, Que., Canada
Abstract :
It is shown in this paper that by choosing an appropriate value for the parameter a of the generating kernel in constructing Burt and Adelson´s pyramid for motion estimation, one can eliminate the operation of floating point multiplication needed in such a construction, and reduce the computational load to the same order as in the case of the mean pyramid. It is further shown through simulation studies that this new kernel does not degrade the performance of motion estimation, as compared to that using kernels giving the best performance.
Keywords :
motion estimation; MBA pyramid; generating kernel; motion estimation; Data structures; Degradation; Hardware; Image resolution; Kernel; Motion estimation; Signal generators; Signal processing; Signal processing algorithms; Spatial resolution;
Conference_Titel :
Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on
Print_ISBN :
0-7803-7523-8
DOI :
10.1109/MWSCAS.2002.1187024