Title :
An adaptive block motion estimation algorithm based on spatio-temporal correlation
Author :
Nisar, Humaira ; Choi, Tae-Sun
Abstract :
This paper suggests a simple scheme based on spatio-temporal neighborhood information for obtaining better estimates of motion vectors. The estimated motion vector is chosen as initial search center. This predictive search center is found closer to the global minimum. Based on the prediction, the algorithm also chooses between center-biased or uniform approach for slow or fast moving sequences. For final fine search quadrant selection algorithm is chosen that speeds up the process. Experimental results presented in this paper demonstrate the efficiency of the proposed approach.
Keywords :
adaptive estimation; motion estimation; adaptive block motion estimation algorithm; final fine search quadrant selection algorithm; motion vector estimation; predictive search center; spatio-temporal correlation; spatio-temporal neighborhood information; Distance measurement; Image sequences; Layout; Motion estimation; Prediction algorithms; Probability distribution; Testing; Tracking; Video coding; Video sequences;
Conference_Titel :
Consumer Electronics, 2006. ICCE '06. 2006 Digest of Technical Papers. International Conference on
Print_ISBN :
0-7803-9459-3
DOI :
10.1109/ICCE.2006.1598476