首页> 外文会议>Conference on Image and Video Processing >Image-processing system based on homogeneous computing and storage structures
【24h】

Image-processing system based on homogeneous computing and storage structures

机译:基于均匀计算和存储结构的图像处理系统

获取原文

摘要

Nowadays various architectures are suggested for highly efficient image processing, including parallel processors of SIMD type, multiprocessor systems, pipelined processors, systolic arrays and pyramid machines. However, a maximal speed of algorithm execution can be reached only by specialized processor implemented on a custom chip. So merging of the properties of a specialized processor and a possibility of reprogramming in one approach should give a satisfactory result. The paper suggests a new approach to the developing of architecture of a high-speed parallel system for low-level image processing. The homogeneous computing structure (HCS) and homogeneous storing structure (HSS) are the basic elements of this approach. The high speed of the system is provided by structural method of organization of the computing process which is based on the hardware realization of all the nodes of the information graph and their interconnections. The size of the HCS matrix allows to use for each program instruction its own group of processor elements. The program is loaded once before starting to solve the problem, and the information streams processing is carried out without intermediate results storage. The data streams applied to the information inputs of the processor elements are processed in accordance with the program, moving from one element to another in the matrix of the HCS. The examples of execution of the image filtering algorithms on the system are presented.
机译:如今建议各种架构进行高效图像处理,包括SIMD型,多处理器系统,流水线处理器,收缩阵列和金字塔机的并联处理器。然而,只能通过在自定义芯片上实现的专用处理器来达到最大速度执行速度。因此,合并专业处理器的属性和一种方法重新编程的可能性应该是令人满意的结果。本文建议采用新方法对低电平图像处理的高速并行系统的架构开发。均匀计算结构(HCS)和均匀存储结构(HSS)是该方法的基本元素。系统的高速由计算过程的结构方法提供,该计算过程基于信息图的所有节点及其互连的硬件实现。 HCS矩阵的大小允许为每个程序指令用于其自己的一组处理器元素。在开始解决问题之前,该程序被加载一次,并且在没有中间结果存储的情况下执行信息流处理。应用于处理器元素的信息输入的数据流根据程序处理,从HCS矩阵中从一个元素移动到另一个元件。呈现了系统上的图像过滤算法的执行示例。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号