Title :
A motion estimation algorithm based on Predictive Intensive Direction Search for H.264/AVC
Author :
Shi, Zhiru ; Fernando, W.A.C. ; De Silva, D.V.S.X.
Author_Institution :
I-Lab., Univ. of Surrey, Guildford, UK
Abstract :
Motion estimation is the most computationally intensive element in a block based video codec. In this paper, a novel Predictive Intensive Direction Searching (PIDS) algorithm is proposed to reduce the computational load of H.264/AVC video codec. Based on the direction of predicted motion vector, the search area is adaptively divided into one region of intensive-direction-searching and several regions of´ coarse-direction-searching. Then the extended hexagon search is used to refine the final optimal motion vector. The experimental results indicate that the proposed algorithm achieves a reduction of 15% motion estimation time, while incurring only 0.5% increment on the bite rate compared with that of UMHexagonS algorithm, which is adopted by the H.264/AVC reference software.
Keywords :
motion estimation; prediction theory; video coding; H.264/AVC reference software; H.264/AVC video codec; UMHexagonS algorithm; block based video codec; coarse direction searching; extended hexagon search; motion estimation algorithm; optimal motion vector; predicted motion vector; predictive intensive direction searching algorithm; Algorithm design and analysis; Automatic voltage control; Motion estimation; Prediction algorithms; Rate-distortion; Region 1; Software algorithms; direction search; intensive searching region; motion estimation; predictive direction;
Conference_Titel :
Multimedia and Expo (ICME), 2010 IEEE International Conference on
Conference_Location :
Suntec City
Print_ISBN :
978-1-4244-7491-2
DOI :
10.1109/ICME.2010.5582997