Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, V6T 1Z4 Canada.
IEEE Trans Image Process. 1999;8(12):1816-23. doi: 10.1109/83.806627.
We present an efficient computation constrained block-based motion vector estimation algorithm for low bit rate video coding that yields good tradeoffs between motion estimation distortion and number of computations. A reliable predictor determines the search origin, localizing the search process. An efficient search pattern exploits structural constraints within the motion field. A flexible cost measure used to terminate the search allows simultaneous control of the motion estimation distortion and the computational cost. Experimental results demonstrate the viability of the proposed algorithm in low bit rate video coding applications. The resulting low bit rate video encoder yields essentially the same levels of rate-distortion performance and subjective quality achieved by the UBC H.263+ video coding reference software. However, the proposed motion estimation algorithm provides substantially higher encoding speed as well as graceful computational degradation capabilities.
我们提出了一种高效的计算受限基于块的运动矢量估计算法,用于低比特率视频编码,在运动估计失真和计算量之间取得了很好的折衷。一个可靠的预测器确定搜索起点,定位搜索过程。有效的搜索模式利用运动场内的结构约束。灵活的代价函数用于终止搜索,允许同时控制运动估计失真和计算成本。实验结果表明,该算法在低比特率视频编码应用中具有可行性。所得到的低比特率视频编码器基本上可以达到 UBC H.263+视频编码参考软件所达到的相同的率失真性能和主观质量水平。然而,所提出的运动估计算法提供了更高的编码速度以及更平滑的计算降级能力。