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Point Target Detection Based on Omnidirectional Morphology Filtering and Local Characteristic Criterion
Liu, R.; D. Wang; P. Jia and X. Che
2017
发表期刊Guangxue Xuebao/Acta Optica Sinica
卷号37期号:11
摘要The characteristics of dim point target and background clutter under a complex background are analyzed. A point target detection method based on the omnidirectional multiscale morphology filtering and local characteristic criterion is proposed. The experimental results show that, under the conditions of a complex background and a low signal-to-noise ratio, the detection probability of the proposed method reaches 99.8% with a false alarm probability of 0.1%. The results indicate that, when compared with the methods of Max-median filter, difference of Gaussian scale-space, and Gaussian mixture model, the proposed method possesses a better performance to suppress the complex background, and simultaneously a low complexity and an easy real-time implementation. 2017, Chinese Lasers Press. All right reserved.
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语种中文
文献类型期刊论文
条目标识符http://ir.ciomp.ac.cn/handle/181722/59086
专题中科院长春光机所知识产出
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Liu, R.,D. Wang,P. Jia and X. Che. Point Target Detection Based on Omnidirectional Morphology Filtering and Local Characteristic Criterion[J]. Guangxue Xuebao/Acta Optica Sinica,2017,37(11).
APA Liu, R.,D. Wang,&P. Jia and X. Che.(2017).Point Target Detection Based on Omnidirectional Morphology Filtering and Local Characteristic Criterion.Guangxue Xuebao/Acta Optica Sinica,37(11).
MLA Liu, R.,et al."Point Target Detection Based on Omnidirectional Morphology Filtering and Local Characteristic Criterion".Guangxue Xuebao/Acta Optica Sinica 37.11(2017).
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