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Research on 3D integer SDCT transform and quantisation

机译:3D整数SDCT变换和量化研究

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摘要

Nowadays, the 3D discrete cosine transform (DCT) is applied widely in video coding. But the transform matrix of DCT is expressed with floating-point numbers, so the computational complexity is high, and more system resources are occupied. In addition, the 3D DCT is accomplished by operating ID DCT to the rows, columns and pages of 3D data successively, which cannot embody the overall space performance of 3D transform well. To overcome these drawbacks, 3D integer submatrix discrete cosine transform (SDCT) method was proposed in the paper. First, several matrix operation methods were defined. Then, the basic principle and calculation method of 3D integer SDCT was deduced in detail. The main idea was to take the 3D data as a whole, and adopt the integer transform matrix instead of the floating-point transform matrix. Finally, the performances of 3D integer DCT operation were analysed, and the experimental results show that the transform effects based on 3D integer SDCT and 3D DCT are very similar.
机译:如今,3D离散余弦变换(DCT)广泛应用于视频编码中。但是DCT的变换矩阵是用浮点数表示的,因此计算复杂度高,并且占用了更多的系统资源。另外,通过连续对3D数据的行,列和页面进行ID DCT操作来完成3D DCT,这不能很好地体现3D变换的整体空间性能。为了克服这些缺点,提出了3D整数子矩阵离散余弦变换(SDCT)方法。首先,定义了几种矩阵运算方法。然后,详细推导了3D整数SDCT的基本原理和计算方法。主要思想是将3D数据作为一个整体,并采用整数变换矩阵代替浮点变换矩阵。最后,对3D整数DCT运算的性能进行了分析,实验结果表明,基于3D整数SDCT和3D DCT的变换效果非常相似。

著录项

  • 来源
    《The imaging science journal》 |2012年第5期|p.285-293|共9页
  • 作者单位

    School of Communication Engineering, Jilin University, Changchun 130025, China,Aviation University of Air Force, Changchun 130022, China;

    School of Communication Engineering, Jilin University, Changchun 130025, China;

    School of Mathematics and Physics, Anhui University of Technology, Ma'anshan 243002, China;

    Aviation University of Air Force, Changchun 130022, China;

    Aviation University of Air Force, Changchun 130022, China;

  • 收录信息 美国《科学引文索引》(SCI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    3D integer SDCT; video coding; quantisation; 3D transform coding;

    机译:3D整数SDCT;视频编码;量化3D转换编码;

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