基于分数阶积分算子的红外弱小目标检测
DOI:
CSTR:
作者:
作者单位:

1. 武汉大学电子信息学院
2.

作者简介:

陈炳文

通讯作者:

中图分类号:

基金项目:

国家973资助项目;湖北省自然科学基金重点项目


Infrared dim target detection based on fractional integral operator
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    针对现有背景抑制算法不能有效抑制背景而导致目标检测率低的问题, 提出一种基于分数阶积分背景抑制
    的弱小目标检测算法. 首先通过研究分数阶积分理论, 分析分数阶积分非线性、尖锐的低通频率特性, 结合分数阶积
    分和警戒环技术来抑制背景; 然后依据目标和背景边缘的空间特征, 采用模板均差法来提取候选目标; 最后结合目标
    的运动连续性进行多帧轨迹关联, 从而检测出真实目标. 实验结果表明, 该算法能有效抑制背景, 提高信噪比, 进而有
    效检测出弱小目标.

    Abstract:

    In order to solve the problem that the current algorithms cannot eliminate the background effectively and
    lead to the low detection rate, a infrared dim target detection approach based on fractional integral operator is proposed.
    Firstly, through studying the fractional integral theory and analyzing its predominant sharp low-pass frequency character, the
    fractional integral operator is introduced to combine with the guard ring technology to eliminate the infrared background.
    Then, by analyzing the space features of targets and background edges, the difference of template average algorithm is
    introduced to detect the candidate targets. Finally, by combining with the continuous motion character of targets, the multiframe
    trajectory related algorithm is used to eliminate the false targets. Experiment results show that the proposed approach
    can eliminate the background effectively so as to enhance the signal-to-noise value, and the targets can be detected effectively
    in the low signal noise ratio background.

    参考文献
    相似文献
    引证文献
引用本文

陈炳文, 王文伟, 秦前清.基于分数阶积分算子的红外弱小目标检测[J].控制与决策,2012,27(1):147-151

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2010-09-02
  • 最后修改日期:2010-11-12
  • 录用日期:
  • 在线发布日期: 2012-01-20
  • 出版日期:
文章二维码