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

M. Masera, M. Martina, G. Masera
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引用次数: 11

Abstract

In 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.
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用于视频编码的奇数类型DCT/DST:关系和低复杂度实现
在本文中,我们展示了一类将V, VI, VII和VIII类型的离散余弦变换(DCT)和离散正弦变换(DST)联系起来的关系,这些关系最近被考虑包含在未来的视频编码技术中。特别是,所提出的关系允许分别计算DCT-V和DCT-VIII作为DCT-VI和DST-VII的函数,加上简单的重排序和符号反转。此外,本文利用所提出的关系式和离散傅立叶变换的Winograd分解构造了计算长度为4和8的DCT-V和DCT-VIII的低复杂度分解。最后,所提出的信号流图已使用FPGA技术实现,从而显示相对于直接实现矩阵向量乘法算法降低了硬件利用率。
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