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The implementation of integer-slant transform in FPGA device.

机译:FPGA器件中整数斜率变换的实现。

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摘要

Orthogonal transforms have revolutionized the signal processing industry especially in the field of electronic imagery. The wide growth of production has increased demand for more desirable qualities and capabilities that exist as properties in few orthogonal transforms such as Discrete Cosine Transform DCT which is widely used for image and video compression applications and is adopted by many international standards such as JPEG, MPEG1, MPEG2,etc. However it is difficult to satisfy the requirement for real-time by software owing to its heavy quantity of computing. Therefore, a hardware method is adopted to satisfy the requirement for speed in many practical applications.. In fact, in known perception, hardware serves as a platform for software and this is the main reason for its existence. However, with the recent developments in electronics technology during the last decades this perception has changed letting the hardware systems serve a full solution to most of the electronic systems.;This thesis describes the FPGA implementation of two dimensional Integer-Slant Transform processor with Verilog HDL for application of image processing. The row-column decomposition algorithm and pipelining are used to produce the high quality circuit design with optimized clock frequency when implemented in Xilinx Virtex-4 .The thesis is encouraging the adoption of the Integer-Slant Transform as an alternative to the widely used DCT in image processing for specific applications, because of its similar energy compaction property and the fact that the slant basis vector is tailored to achieve optimal representation for images with gradual brightness variation along the image line.
机译:正交变换已经彻底改变了信号处理行业,尤其​​是在电子图像领域。生产的广泛增长增加了人们对更理想的质量和功能的需求,这些质量和功能作为很少的正交变换(例如离散余弦变换DCT)中的属性而存在,该离散DCT广泛用于图像和视频压缩应用,并已被JPEG,MPEG1等许多国际标准采用,MPEG2等但是,由于计算量大,难以通过软件来满足实时性的要求。因此,在许多实际应用中,采用一种硬件方法来满足对速度的要求。实际上,在已知的认识中,硬件充当软件的平台,这是其存在的主要原因。然而,随着近几十年来电子技术的最新发展,这种看法已经发生了改变,使硬件系统可以为大多数电子系统提供完整的解决方案。本文将介绍采用Verilog HDL的二维Integer-Slant变换处理器的FPGA实现。用于图像处理。当在Xilinx Virtex-4中实施时,使用行列分解算法和流水线技术来产生具有最佳时钟频率的高质量电路设计。本文鼓励采用整数斜率变换作为在DCT中广泛使用的DCT的替代方案。由于具有类似的能量压缩特性,并且对倾斜的基础向量进行了调整以针对沿图像线的亮度逐渐变化的图像实现最佳表示,因此针对特定应用进行图像处理。

著录项

  • 作者

    Saeed, Syyf Q.;

  • 作者单位

    The University of Texas at San Antonio.;

  • 授予单位 The University of Texas at San Antonio.;
  • 学科 Engineering Computer.;Engineering Electronics and Electrical.
  • 学位 M.S.
  • 年度 2013
  • 页码 98 p.
  • 总页数 98
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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