TY - JOUR
T1 - A direction-based unsymmetrical-cross multi-hexagon-grid search algorithm for h.264/avc motion estimation
AU - Pan, Zhaoqing
AU - Kwong, Sam
PY - 2013/10
Y1 - 2013/10
N2 - The Unsymmetrical-cross Multi-hexagon-grid Search (UMHexagonS) is one of the best fast Motion Estimation (ME) algorithm in H.264/AVC (Advanced Video Coding) reference software. It achieves an excellent coding performance by using multiple initial search point predictors and hybrid block matching search pattern. However, the hybrid search pattern makes the computational complexity of ME increased. In this paper, we propose a Directionbased UMHexagonS (DBUMHexagonS) to further reduce the computational complexity of UMHexagonS. Each block matching search pattern of UMHexagonS is divided into four direction-based sub-search patterns, one of four directions is selected according to the difference between the Motion Vector (MV) of current block and the MV of its collocated block in previous frame, such a direction is applied to all following search patterns. As a result, the number of total search points will be dramatically reduced. Experimental results show that compared to the best UMHexagonS algorithm, the proposed algorithm can save the ME time up to 30.094 % while the rate-distortion performance is not compromised. © Springer Science+Business Media New York 2013.
AB - The Unsymmetrical-cross Multi-hexagon-grid Search (UMHexagonS) is one of the best fast Motion Estimation (ME) algorithm in H.264/AVC (Advanced Video Coding) reference software. It achieves an excellent coding performance by using multiple initial search point predictors and hybrid block matching search pattern. However, the hybrid search pattern makes the computational complexity of ME increased. In this paper, we propose a Directionbased UMHexagonS (DBUMHexagonS) to further reduce the computational complexity of UMHexagonS. Each block matching search pattern of UMHexagonS is divided into four direction-based sub-search patterns, one of four directions is selected according to the difference between the Motion Vector (MV) of current block and the MV of its collocated block in previous frame, such a direction is applied to all following search patterns. As a result, the number of total search points will be dramatically reduced. Experimental results show that compared to the best UMHexagonS algorithm, the proposed algorithm can save the ME time up to 30.094 % while the rate-distortion performance is not compromised. © Springer Science+Business Media New York 2013.
KW - H264/AVC
KW - Motion estimation
KW - UMHexagonS
KW - Video coding
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UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84892801210&origin=recordpage
U2 - 10.1007/s11265-012-0727-x
DO - 10.1007/s11265-012-0727-x
M3 - RGC 21 - Publication in refereed journal
SN - 1939-8018
VL - 73
SP - 59
EP - 72
JO - Journal of Signal Processing Systems
JF - Journal of Signal Processing Systems
IS - 1
ER -