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首页> 外文期刊>IEICE Transactions on Information and Systems >A Fast Block Matching Algorithm Based On Motion Vector Correlation And Integral Projections
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A Fast Block Matching Algorithm Based On Motion Vector Correlation And Integral Projections

机译:基于运动矢量相关和积分投影的快速块匹配算法

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摘要

The block based motion estimation technique is adopted by various video coding standards to reduce the temporal redundancy in video sequences. The core of that technique is the search algorithm implemented to find the location of the best matched block. Indeed, the full search algorithm is the most straightforward and optimal but computationally demanding search algorithm. Consequently, many fast and subop-timal search algorithms have been proposed. Reduction of the number of location being searched is the approach used to decrease the computational load of full search. In this paper, hybridization between an adaptive search algorithm and the full search algorithm is proposed. The adaptive search algorithm benefits from the correlation within spatial and temporal adjacent blocks. At the same time, a feature domain based matching criteria is used to reduce the complexity resulting from applying the pixel based conventional criteria. It is shown that the proposed algorithm produces good quality performance and requires less computational time compared with popular block matching algorithms.
机译:各种视频编码标准采用了基于块的运动估计技术,以减少视频序列中的时间冗余。该技术的核心是实现查找最佳匹配块位置的搜索算法。确实,完全搜索算法是最直接,最优化但计算要求很高的搜索算法。因此,已经提出了许多快速和次最佳搜索算法。减少搜索位置的数量是用于减少完全搜索的计算负荷的方法。本文提出了一种自适应搜索算法和全搜索算法的混合算法。自适应搜索算法受益于空间和时间相邻块内的相关性。同时,基于特征域的匹配标准被用于降低由于应用基于像素的常规标准而导致的复杂性。结果表明,与流行的块匹配算法相比,所提出的算法具有良好的质量性能,所需的计算时间更少。

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