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Fast mode dependent directional transform via butterfly-style transform and integer lifting steps

机译:通过蝴蝶式变换和整数提升步骤实现快速模式相关的方向变换

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摘要

Mode dependent directional transform (MDDT) can improve the coding efficiency of H.264/AVC but it also brings high computation complexity. In this paper we present a new design for implementing fast MDDT transform through integer lifting steps. We first approximate the optimal MDDT by a proper transform matrix that can be implemented with butterfly-style operation. We further factorize the butterfly-style transform into a series of integer lifting steps to eliminate the need of multiplications. Experimental results show that the proposed fast MDDT can significantly reduce the computation complexity while introducing negligible loss in the coding efficiency. Due to the merit of integer lifting steps, the proposed fast MDDT is reversible and can be implemented on hardware very easily.
机译:依赖于模式的方向变换(MDDT)可以提高H.264 / AVC的编码效率,但同时也带来了很高的计算复杂度。在本文中,我们提出了一种通过整数提升步骤实现快速MDDT变换的新设计。我们首先通过可以用蝶形运算实现的适当的变换矩阵来近似最佳MDDT。我们进一步将蝶形转换分解为一系列整数提升步骤,以消除乘法的需要。实验结果表明,所提出的快速MDDT可以显着降低计算复杂度,同时在编码效率方面的损失可忽略不计。由于整数提升步骤的优点,因此建议的快速MDDT是可逆的,并且可以非常容易地在硬件上实现。

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  • 作者单位

    Beijing Key Laboratory of Multimedia and Intelligent Software Technology, College of Computer Science and Technology, Beijing University of Technology, Beijing, China;

    School of Electronic Engineering and Computer Science, Peking University, Beijing, China;

    Beijing Key Laboratory of Multimedia and Intelligent Software Technology, College of Computer Science and Technology, Beijing University of Technology, Beijing, China;

    Beijing Key Laboratory of Multimedia and Intelligent Software Technology, College of Computer Science and Technology, Beijing University of Technology, Beijing, China;

    Beijing Key Laboratory of Multimedia and Intelligent Software Technology, College of Computer Science and Technology, Beijing University of Technology, Beijing, China;

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  • 原文格式 PDF
  • 正文语种 eng
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  • 关键词

    DCT; KLT; lifting; structured matrix; integer transform; video coding; H.264/AVC; fast transform;

    机译:DCT;KLT;提升结构化矩阵整数变换视频编码;H.264 / AVC;快速转换;

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