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An Efficient Architecture of Extended Linear Interpolation for Image Processing

机译:用于图像处理的扩展线性插值的有效架构

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摘要

This paper presents a novel image interpolation method, extended linear interpolation, which is a low-cost and high-speed architecture with interpolation quality compatible to that of bi-cubic convolution interpolation. The method of reducing computational complexity of generating weighting coefficients is proposed. Based on the approach, the efficient hardware architecture is designed under real-time requirement. Compared to the latest bi-cubic hardware design work, the architecture saves about 60% of hardware cost. The architecture is implemented on the Virtex-II FPGA, and the high-speed VLSI has been successfully designed and implemented with TSMC 0.13μm standard cell library. The simulation results demonstrate that the efficient VLSI of extended linear interpolation at 267MHz with 25980 gates in a 450 x 450μm~2 chip is able to process digital image scaling for HDTV in real-time.
机译:本文提出了一种新颖的图像插值方法,即扩展线性插值,它是一种低成本,高速的体系结构,其插值质量与双三次卷积插值兼容。提出了一种降低加权系数生成计算复杂度的方法。基于该方法,在实时需求下设计了高效的硬件架构。与最新的双三次硬件设计工作相比,该体系结构节省了大约60%的硬件成本。该架构在Virtex-II FPGA上实现,高速VLSI已成功通过台积电(TSMC)0.13μm标准单元库进行设计和实现。仿真结果表明,在450 x450μm〜2芯片中,具有25980个门的267MHz扩展线性插值的高效VLSI能够实时处理HDTV的数字图像缩放。

著录项

  • 来源
    《Journal of Information Recording》 |2010年第2期|p.631-648|共18页
  • 作者单位

    Department of Computer Science Tung Hai University Taichung, 407 Taiwan;

    rnGraduate School of Engineering Science and Technology National Yunlin University of Science and Technology Yunlin, 640 Taiwan;

    rnGraduate School of Engineering Science and Technology National Yunlin University of Science and Technology Yunlin, 640 Taiwan;

    rnDepartment of Computer Science Tung Hai University Taichung, 407 Taiwan;

    rnDepartment of Electronic Engineering National Yunlin University of Science and Technology Yunlin, 640 Taiwan;

    rnGraduate School of Engineering Science and Technology National Yunlin University of Science and Technology Yunlin, 640 Taiwan;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    interpolation; scaling; image reconstruction; bi-cubic convolution; VLSI;

    机译:插值缩放影像重建;双三次卷积超大规模集成电路;

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