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基于 MPI +OpenMP 的红外弱小目标检测并行计算

贺维维 吴京 曾瑶源

计算机与现代化Issue(7):53-57,5.
计算机与现代化Issue(7):53-57,5.DOI:10.3969/j.issn.1006-2475.2014.07.012

基于 MPI +OpenMP 的红外弱小目标检测并行计算

Parallel Computing of Infrared Small Target Detection Based on MPI and OpenMP

贺维维 1吴京 1曾瑶源1

作者信息

  • 1. 国防科学技术大学电子科学与工程学院,湖南 长沙 410072
  • 折叠

摘要

Abstract

To get effective surveillance of the whole movement of infrared small target , multiband simultaneous detection is neces-sary.But, multiband simultaneous detection leads to substantial growth in computing time , that cannot meet the requirement of real-time target detection in practical application .To solve this problem , this paper presents a parallel hierarchical approach based on MPI and OpenMP , which makes full use of the advantages of both message-passing model and shared storage model .It is based on multi-processor node cluster for testing .Experimental results show that , this parallel version of the program can a-chieve a speedup of 8.61 compared to the serial version in the condition of same detection probability .It improves the efficiency of target detection greatly .

关键词

目标检测/MPI/OpenMP/并行计算

Key words

target detection/MPI/OpenMP/parallel computing

分类

信息技术与安全科学

引用本文复制引用

贺维维,吴京,曾瑶源..基于 MPI +OpenMP 的红外弱小目标检测并行计算[J].计算机与现代化,2014,(7):53-57,5.

基金项目

中国博士后科学基金资助项目 ()

计算机与现代化

OACSTPCD

1006-2475

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