A new predictive full-search block motion estimation
Vustikayala Siva Kumar Reddy, S. Sengupta · Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. · 2004
This work describes a novel and fast approach to full search block matching (FSBM) employing prediction of search region, based on the sampled statistics of sum-of-absolute difference (SAD) distributions. The motion vector is predicted to belong to either of two regions, representing long-motion and short-motion, with limited amount of overlap between the two. The proposed prediction is statistically validated with more than 98% successes for different video sequences. Experimental results reveal that the proposed predicted FSBM (PFSBM) algorithm saves up to 89% of computations, as compared to FSBM and the estimation accuracy is very close to that of FSBM. Its performance has been compared with three-step search (TSS) and FSBM for different standard video sequences.