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Simplified Block Matching Algorithm for Fast Motion Estimation in Video Compression | Science Publications

机译:视频压缩中快速运动估计的简化块匹配算法科学出版物

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> Block matching motion estimation was one of the most important modules in the design of any video encoder. It consumed more than 85% of video encoding time due to searching of a candidate block in the search window of the reference frame. To minimize the search time on block matching, a simplified and efficient Block Matching Algorithm for Fast Motion Estimation was proposed. It had two steps such as prediction and refinement. The temporal correlation among successive frames and the direction of the previously processed frame for predicting the motion vector of the candidate block was considered during prediction step. Different combination of search points was considered in the refinement step of the algorithm which subsequently minimize the search time. Experiments were conducted on various SIF and CIF video sequences. The performance of the algorithm was compared with existing fast block matching motion estimation algorithms which were used in recent video coding standards. The experimental results were shown that the algorithm provided a faster search with minimum distortion when compared to the optimal fast block matching motion estimation algorithms.
机译: >块匹配运动估计是任何视频编码器设计中最重要的模块之一。由于在参考帧的搜索窗口中搜索候选块,因此它消耗了超过85%的视频编码时间。为了最小化块匹配的搜索时间,提出了一种快速有效的块匹配快速估计算法。它具有两个步骤,例如预测和优化。在预测步骤期间,考虑了连续帧之间的时间相关性以及用于预测候选块的运动矢量的先前处理的帧的方向。在算法的细化步骤中考虑了搜索点的不同组合,从而将搜索时间减至最少。在各种SIF和CIF视频序列上进行了实验。将该算法的性能与最近的视频编码标准中使用的现有快速块匹配运动估计算法进行了比较。实验结果表明,与最优快速块匹配运动估计算法相比,该算法提供了一种具有最小失真的快速搜索。

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