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复杂海面背景红外小目标自动检测方法
Alternative TitleAutomatic detection method of IR small target in complex sea background
温佩芝; 史泽林; 于海斌
Department光电信息研究室
Source Publication红外与激光工程
ISSN1007-2276
2003
Volume32Issue:6Pages:590-593,604
Indexed ByCSCD
CSCD IDCSCD:1177283
Contribution Rank1
Funding Organization中国科学院国防科技创新基金支持项目(CXJJ 65)
Keyword红外小目标 数学形态学 目标检测 图像分割 海面背景
Abstract采用维纳自适应滤波,抑制随机噪声和高斯噪声;利用Otus阈值法分割图像,确定海天线和目标潜在区;利用Top Hat算子进行形态滤波处理,抑制平缓变化背景并保留高亮度区的目标和强噪声;选择结构元素进行形态开运算,去掉细小的背景杂波干扰;针对远距离舰艇小目标总是出现在海天线附近以及红外目标灰度高于其邻域背景的特点,确定阈值即可分离出真正的目标。实验结果表明,该方法可以较好地抑制海浪、云层等背景的干扰,能有效检测复杂海面背景中的红外小目标。
Other AbstractThe proposed approach adopts adaptive filter to suppress random noise and Gauss's noise so as to enhance the SNR. Then, Otus's threshold method is used to segment the image and locate the sea-sky-line, through which the target potential area can be determinated. A mathematical morphology filter, Top-Hat operator, is employed to execute filtering to restraint the background contribution and maintain the small target in high brightness area. By choosing proper structural element, an open filter is executed to discard small false alarms. Eventually, the real small target can be segmented through searching maximal value in the target potential area nearby the sea-sky-line and assigning threshold. The experimental results show that the method can reject the clutter caused by waves and clouds and effectively detect and segment IR small target in the complicated sea background.
Language中文
Citation statistics
Cited Times:13[CSCD]   [CSCD Record]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/6010
Collection光电信息技术研究室
Corresponding Author温佩芝
Affiliation中国科学院沈阳自动化研究所
Recommended Citation
GB/T 7714
温佩芝,史泽林,于海斌. 复杂海面背景红外小目标自动检测方法[J]. 红外与激光工程,2003,32(6):590-593,604.
APA 温佩芝,史泽林,&于海斌.(2003).复杂海面背景红外小目标自动检测方法.红外与激光工程,32(6),590-593,604.
MLA 温佩芝,et al."复杂海面背景红外小目标自动检测方法".红外与激光工程 32.6(2003):590-593,604.
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