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应用科学学报 >

2013 , Vol. 31 >Issue 5: 503 - 511

DOI: https://doi.org/10.3969/j.issn.0255-8297.2013.05.010

信号与信息处理

强噪声与突变干扰下的紫外图像中导弹目标的提取

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  • 1. 北京航空航天大学电子信息工程学院，北京100191
    2. 北京航空技术研究中心，北京100076
    3. 北京交通大学计算机与信息技术学院，北京100044
高其娜，博士生，研究方向：多维信号处理、预警系统设计与实现，E-mail: gaoqina_buaa@163.com；肖扬，教授，博导，研究方向：多维信号处理、空时信号处理、通信与电子系统，E-mail: yxiao@bjtu.edu.cn

收稿日期: 2011-09-06

  修回日期: 2012-02-05

  网络出版日期: 2012-02-05

基金资助

国家自然科学基金(No. 60572093)；国防科研课题基金(No. 091476)资助

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Extracting Missile Targets in Ultraviolet Image with Strong Noise and Burst Interference

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  • 1. School of Electronic and Information Engineering, Beihang University, Beijing 100191, China
    2. Beijing Aeronautical Technology Research Center, Beijing 100076, China
    3. School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China

Received date: 2011-09-06

  Revised date: 2012-02-05

  Online published: 2012-02-05

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摘要

为了抑制紫外图像处理中紫外CCD(电荷耦合装置)传感器和高增益放大器的强噪声和突发干扰，在不改变现有紫外CCD 传感器硬件结构的前提下，提出了一种紫外图像序列的三维递归滤波算法. 该算法由二维IIR(递归)空间滤波器和一维时间IIR 滤波器级联构成. 所提出的三维递归滤波算法计算量小，稳定，且可清晰地
提取导弹目标，实现快速实时的紫外图像序列滤波. 提供了二维IIR 空间滤波器和一维时间IIR 滤波器的稳定性检验算法. 仿真实验验证了所提的三维滤波算法是正确，有效而实用的.

关键词： 紫外图像处理; 三维递归滤波; 导弹目标提取; 突发干扰与强噪声

本文引用格式

高其娜1,2， 朱莹1,2， 肖扬3， 寇金峰3 . 强噪声与突变干扰下的紫外图像中导弹目标的提取[J]. 应用科学学报, 2013 , 31(5) : 503 -511 . DOI: 10.3969/j.issn.0255-8297.2013.05.010

Abstract

A knotty problem in ultraviolet (UV) images processing is how to cancel the strong noise and burst interferences coming from UV CCD sensors and high gain amplifiers. The strong noise and burst interferences will influence detecting the missile targets in the UV images effectively. To solve the problem, without changing the existing UV CCD sensors, this paper develops a 3-D recursive filter for UV image sequences based on a 3-D IIR filter, which is stable and it extracts the faint targets fast and clearly. The proposed 3-D IIR filtering algorithm composes of a 2-D IIR spatial filter and 1-D IIR time filter. The proposed 3-D IIR filtering algorithm is of less computation amount for UV image sequences and it can realize fast or real-time filtering for UV images. The stability test algorithms for the 2-D spatial IIR and 1-D time IIR are provided. Simulation experiments of UV image processing verify that the proposed 3-D IIR filter and related algorithms are correct，effective and pragmatical.

Key words： ultraviolet image processing; 3D recursive filtering; missile target extraction; burst interference and strong noise

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