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Odd type DCT/DST for video coding: Relationships and low-complexity implementations

机译:用于视频编码的奇数型DCT / DST:关系和低复杂度实现

摘要

n this paper, we show a class of relationships which link Discrete Cosine Transforms (DCT) and Discrete Sine Transforms (DST) of types V, VI, VII and VIII, which have been recently considered for inclusion in the future video coding technology. In particular, the proposed relationships allow to compute the DCT-V and the DCT-VIII as functions of the DCT-VI and the DST-VII respectively, plus simple reordering and sign-inversion. Moreover, this paper exploits the proposed relationships and the Winograd factorization of the Discrete Fourier Transform to construct low-complexity factorizations for computing the DCT-V and the DCT-VIII of length 4 and 8. Finally, the proposed signal-flow-graphs have been implemented using an FPGA technology, thus showing reduced hardware utilization with respect to the direct implementation of the matrix-vector multiplication algorithm.
机译:在本文中,我们展示了一类关系,它们将类型为V,VI,VII和VIII的离散余弦变换(DCT)和离散正弦变换(DST)链接在一起,最近已考虑将它们包含在将来的视频编码技术中。特别地,所提出的关系允许分别根据DCT-VI和DST-VII的功能来计算DCT-V和DCT-VIII,以及简单的重新排序和符号反转。此外,本文利用提出的关系和离散傅立叶变换的Winograd分解构造低复杂度分解,以计算长度为4和8的DCT-V和DCT-VIII。最后,提出的信号流图具有使用FPGA技术实现的硬件设计,因此与直接执行矩阵矢量乘法算法相比,降低了硬件利用率。

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