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A Novel Frame Rate Conversion Algorithm Based on Adaptive Motion Search

机译:一种基于自适应运动搜索的新型帧速率转换算法

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In this work, we propose a new frame rate conversion algorithm (FRCA) based on adaptive motion estimation and compensation. In the proposed algorithm, an adaptive diamond strategy is firstly used to find out all the motion vectors for each block by adoptively applying diamond algorithm in the current frame. Secondly, the motion vector for each block is further refined by full search algorithm to reduce the edge blur and the motion blur caused by fast moving objects in the interpolated frames. The proposed algorithm achieves a big improvement in terms of image quality and greatly reduces computational complexity compared to conventional motion estimation algorithms such as full search algorithm and diamond search algorithm.
机译:在这项工作中,我们提出了一种基于自适应运动估计和补偿的新帧速率转换算法(FRCA)。在所提出的算法中,首先使用自适应菱形策略来通过在当前帧中用菱形算法采用菱形算法来查找每个块的所有运动向量。其次,通过全部搜索算法进一步改进每个块的运动向量,以减小边缘模糊和由内插帧中的快速移动物体引起的运动模糊。所提出的算法在图像质量方面实现了大的改进,并且与传统的运动估计算法相比,大大降低了计算复杂性,例如全搜索算法和钻石搜索算法。

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