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A GA-BASED FAST SEARCH ALGORITHM FOR REALIZING EFFICIENCY MOTION COMPENSATION

机译:基于GA的快速运动补偿算法

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摘要

This paper proposes a fast search technique using a genetic algorithm (GA) for realizing efficiency motion compensation. Previously proposed method that the motion compensation based on table lookup refers to two or more frames with one motion table. Therefore, dispersion of the prediction error of each frame is not only dispersion of the image quality of each prediction image but also influences the search speed of the motion table designing. In this proposed method, the prediction error of each frame is obtained by using the block matching method before the motion table is designed. The weight of each frame is put from the obtained prediction error to the fitness function of the GA, and the GA searches for the optimal motion table. Based on this strategy, the proposed method can search for a motion table more effectively.
机译:本文提出了一种利用遗传算法(GA)的快速搜索技术来实现运动补偿的效率。先前提出的基于表查找的运动补偿是指具有一个运动表的两个或多个帧。因此,每个帧的预测误差的分散不仅是每个预测图像的图像质量的分散,而且还会影响运动表设计的搜索速度。在该方法中,在设计运动表之前,先采用块匹配的方法获得各帧的预测误差。将每个帧的权重从获得的预测误差中放到GA的适应度函数中,然后GA搜索最佳运动表。基于该策略,所提出的方法可以更有效地搜索运动表。

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