基于偏微分方程的红外弱小目标检测技术研究
DOI:
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

基金项目:


Infrared dim target detection based on partial differential equation
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:

    针对复杂背景下红外弱小目标信杂比低,容易淹没在背景中,无法分离的特点,利用图像的二阶微分信息,依据偏微分扩散方程预测背景。首先利用高斯模板平滑图像,弱化强边缘对目标检测的影响,随后通过偏微分方程预测背景,得出残差图,根据统计直方图的像素数确定分割阈值,分离目标,最后多帧确认剔除虚警点,输出目标运动轨迹。结果显示该方法成功地将背景的二维熵抑制到原始背景的1/4,目标的检测概率保持在94.6%。

    Abstract:

    As the infrared dim target has low signal-to-noise ratio and is difficult to be detected under complex background,an infrared dim target detection method based on partial differential equation is proposed.Firstly,the Gaussian template is used to smooth the image,and the impact of the strong edge is weakened.Then,the background is predicted through partial differential equation to get the residual image,and the segmentation threshold is determined based on the pixel number of statistical histogram to achieve target separation.Lastly,false alarms are rejected after multi-frame confirmation and target trajectory is exported.The results show that the two-dimensional entropy of the background is successful dropped to quarter of original background,and the detection probability of the target keeps above 94.6%.

    参考文献
    相似文献
    引证文献
引用本文

王涛,陈凡胜,苏晓峰,贾天石.基于偏微分方程的红外弱小目标检测技术研究[J].激光与红外,2016,46(7):885~889
WANG Tao, CHEN Fan-sheng, SU Xiao-feng, JIA Tian-shi. Infrared dim target detection based on partial differential equation[J]. LASER & INFRARED,2016,46(7):885~889

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:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2016-07-28
  • 出版日期: