Title :
A new block-matching motion estimation algorithm based on successive elimination
Author :
Hahmoud, H.A. ; Bayoumi, Magdy
Author_Institution :
CACS, Louisiana Univ., Lafayette, LA, USA
Abstract :
This paper presents an exhaustive search algorithm for block matching motion estimation. The proposed algorithm reduces the computational load with successive elimination of non-candidate blocks in the search window. The proposed algorithm locates the global optima as located by the full search block-matching algorithm. This computational reduction leads to low-power VLSI implementation of the algorithm. Also, it leads to a faster efficient motion estimation procedure. The correctness of this algorithm and its complexity are presented. Simulation results on benchmark video clips are also presented
Keywords :
computational complexity; image matching; motion estimation; video signal processing; benchmark video clips; block-matching motion estimation; complexity; computational load reduction; exhaustive search algorithm; global optima; low-power VLSI implementation; noncandidate blocks elimination; simulation results; successive elimination; Circuits; Computational complexity; Computational modeling; Distortion measurement; Energy consumption; Equations; Motion estimation; Neural networks; Very large scale integration; Video compression;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.899527