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High Performance Hardware Architecture of Linear Filters for Intelligent Video Processing

机译：用于智能视频处理的线性滤波器的高性能硬件架构

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摘要

Image filtering is an essential process in the field of image processing, and linear image filters with large kernels are especially significant for computer vision or intelligent video processing. In this paper, a high performance hardware architecture of linear image filters, which is designed for embedded system in .mobile devices, is proposed and analyzed. This linear filter hardware is capable of dealing with a 15 by 15 kernel by using massively parallel processing elements, and it offers a set of configurable parameters, which generalizes the functionality to handle different kinds of linear filters in most applications.
机译：图像过滤是图像处理领域中必不可少的过程，具有大内核的线性图像过滤器对于计算机视觉或智能视频处理尤其重要。本文提出并分析了一种针对移动设备嵌入式系统设计的高性能线性图像滤波器硬件架构。这种线性滤波器硬件能够通过使用大规模并行处理元素来处理15 x 15内核，并且它提供了一组可配置的参数，从而概括了在大多数应用中处理各种线性滤波器的功能。

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  • 来源
  • 会议地点 Tainan(CT);eTainan(CT)
  • 作者

    Tse-Wei Chen; Shao-Yi Chien;

  • 作者单位

    Media IC and System Lab Graduate Institute of Electronics Engineering and Department of Electrical Engineering National Taiwan University BL-421, No. 1, Sec. 4, Roosevelt Rd., Taipei 106, Taiwan;

    Media IC and System Lab Graduate Institute of Electronics Engineering and Department of Electrical Engineering National Taiwan University BL-421, No. 1, Sec. 4, Roosevelt Rd., Taipei 106, Taiwan;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算机网络;
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