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用于VVC标准的可变块大小的高性能二维变换架构。

A high-performance two-dimensional transform architecture of variable block sizes for the VVC standard.

作者信息

Ben Jdidia Sonda, Belghith Fatma, Masmoudi Nouri

机构信息

Université de Sfax, ENIS, LETI, 3038 Sfax, Tunisia.

出版信息

J Real Time Image Process. 2022;19(6):1081-1090. doi: 10.1007/s11554-022-01250-y. Epub 2022 Sep 1.

Abstract

The versatile video coding standard H.266/VVC release has been accompanied with various new contributions to improve the coding efficiency beyond the high-efficiency video coding (HEVC), particularly in the transformation process. The adaptive multiple transform (AMT) is one of the new tools that was introduced in the transform module. It involves five transform types from the discrete cosine transform/discrete sine transform families with larger block sizes. The DCT-II has a fast computing algorithm, while the DST-VII relies on a complex matrix multiplication. This has led to an additional computational complexity. The approximation of the DST-VII can be used for the transform optimization. At the hardware level, this method can provide a gain in power consumption, logic resources use and speed. In this paper, a unifed two-dimensional transform architecture that enables exact and approximate DST-VII computation of sizes and is proposed. The exact transform computation can be processed using either multipliers or the MCM algorithm, while the approximate transform computation is based on additions and bit-shifting operations. All the designs are implemented under the Arria 10 FPGA device. The synthesis results show that the proposed design implementing the approximate transform matrices is the most efficient method with only 4% of area consumption. It reduces the logic utilization by more than 65% compared to the multipliers-based exact transform design, while about 53% of hardware cost saving is obtained when compared to the MCM-based computation. Furthermore, the approximate-based 2D transform architecture can operate at 78 MHz allowing a real-time coding for 2K and 4K videos at 100 and 25 frames/s, respectively.

摘要

通用视频编码标准H.266/VVC版本带来了各种新特性,以提高编码效率,超越高效视频编码(HEVC),特别是在变换过程中。自适应多变换(AMT)是变换模块中引入的新工具之一。它涉及离散余弦变换/离散正弦变换族中的五种变换类型,具有更大的块大小。DCT-II有快速计算算法,而DST-VII依赖于复杂的矩阵乘法,这导致了额外的计算复杂度。DST-VII的近似可以用于变换优化。在硬件层面,这种方法可以在功耗、逻辑资源使用和速度方面带来增益。本文提出了一种统一的二维变换架构,能够实现大小为 和 的精确和近似DST-VII计算。精确变换计算可以使用乘法器或MCM算法进行处理,而近似变换计算基于加法和移位操作。所有设计都在Arria 10 FPGA器件上实现。综合结果表明,所提出的实现近似变换矩阵的设计是最有效的方法,仅消耗4%的面积。与基于乘法器的精确变换设计相比,它将逻辑利用率降低了65%以上,与基于MCM的计算相比,节省了约53%的硬件成本。此外,基于近似的二维变换架构可以在78 MHz下运行,分别允许以100帧/秒和25帧/秒的速度对2K和4K视频进行实时编码。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa70/9433527/a7679b2a072d/11554_2022_1250_Fig1_HTML.jpg

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