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首页> 外文期刊>IEEE Transactions on Circuits and Systems for Video Technology >Fast algorithms for DCT-domain image downsampling and for inverse motion compensation
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Fast algorithms for DCT-domain image downsampling and for inverse motion compensation

机译:用于DCT域图像下采样和逆运动补偿的快速算法

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摘要

Straightforward techniques for spatial domain processing of compressed video via decompression and recompression are computationally expensive. We describe an alternative approach wherein the compressed stream is processed in the compressed, discrete cosine transform (DCT) domain without explicit decompression and spatial domain processing, so that the output compressed stream, corresponding to the output image, conforms to the standard syntax of 8/spl times/8 blocks. We propose computation schemes for downsampling and for inverse motion compensation that are applicable to any DCT-based compression method. Worst case estimates of computation savings vary between 37% and 50% depending on the task. For typically sparse DCT blocks, the reduction in computations is more dramatic. A by-product of the proposed approach is improvement in arithmetic precision.
机译:通过解压缩和再压缩对压缩视频进行空间域处理的简单技术在计算上非常昂贵。我们描述了一种替代方法,其中在没有显式解压缩和空间域处理的情况下,在压缩离散离散余弦变换(DCT)域中处理压缩流,以便与输出图像对应的输出压缩流符合标准语法8 / spl次/ 8块。我们提出了适用于任何基于DCT的压缩方法的用于下采样和逆运动补偿的计算方案。根据任务的不同,最坏情况下的计算节省估算在37%到50%之间。对于通常稀疏的DCT块,计算量的减少更为显着。所提出的方法的副产品是算术精度的提高。

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