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Fast multiresolution motion vector estimation for video coding by using spatial correlation

机译:利用空间相关性的视频编码快速多分辨率运动矢量估计

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Abstract: In this paper, we propose a new fast algorithm for motion vector (MV) estimation based on the correlation of MVs existing in spatially adjacent and hierarchically related blocks. We select a set of MV candidates from the MV information obtained at coarser resolution level and its spatially neighboring blocks in the same level, and then perform further local search to refine the MV result. Experiments are performed for several test video sequences to demonstrate its excellent performance. The proposed algorithm achieves a speed-up factor ranging from 140 to 200 with only 2-8% MSE increase in comparison with the full search block matching algorithm. !11
机译:摘要:在本文中,我们提出了一种基于空间相邻和分层相关块中存在的MV的相关性的运动矢量(MV)估计的新快速算法。我们从较粗糙分辨率级别的MV信息中选择一组MV候选,并且其在同一级别中的空间相邻块,然后执行进一步的本地搜索以优化MV结果。对几个测试视频序列进行实验以证明其优异的性能。所提出的算法实现了从140到200的加速因子,与完整搜索块匹配算法相比,仅2-8%的MSE增加。 !11

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