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Fast DCT domain filtering using the DCT and the DST

机译:使用DCT和DST快速DCT域滤波

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摘要

The use of the discrete sine transform (DST), together with the discrete cosine transform (DCT), for processing of compressed digital video and images, is introduced. Using this approach, a method for efficient spatial domain filtering, directly in the DCT domain, is developed and proposed. It is demonstrated that, in typical applications, the proposed algorithm is significantly more efficient than the conventional spatial domain method, and a recently-proposed advanced method. It assumes a separable kernel, but no symmetry is required. The method is applicable to any DCT based data compression standard, such as JPEG, MPEG, and H.261.
机译:介绍了使用离散正弦变换(DST),以及离散余弦变换(DCT),用于处理压缩的数字视频和图像。使用这种方法,开发并提出了一种直接在DCT域中的有效空间域滤波的方法。据证明,在典型的应用中,所提出的算法比传统的空间域方法明显更有效,以及最近提出的先进方法。它假设可分离的内核,但不需要对称性。该方法适用于基于DCT的数据压缩标准,例如JPEG,MPEG和H.261。

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