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基于全局背景减法滤波器与多形状特征的红外舰船检测算法 被引量:5
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作者 陈艳浩 《电子测量与仪器学报》 CSCD 北大核心 2018年第10期138-146,共9页
为了提高复杂背景下的舰船目标的检测精度,消除目标与背景中像素比率的影响,设计了基于全局背景减法滤波器与多特征融合的红外舰船检测算法。首先,根据红外舰船图像的像素强度分布,提出了一种全局背景减法滤波器,有效抑制背景信息,输出... 为了提高复杂背景下的舰船目标的检测精度,消除目标与背景中像素比率的影响,设计了基于全局背景减法滤波器与多特征融合的红外舰船检测算法。首先,根据红外舰船图像的像素强度分布,提出了一种全局背景减法滤波器,有效抑制背景信息,输出稀疏前景图像;为了避免舰船目标的丢失,根据稀疏前景图像的梯度、显著性映射,计算控制权重矢量,联合每一行像素的强度值,设计了自适应逐行均值减法滤波器,增强红外舰船目标;定义迭代分割方法,对增强目标图像进行分割,输出二值图像;最后,基于红外舰船的几何属性,计算舰船的多个形状特征参数,并构造了目标选择规则,以识别真实的红外舰船和消除虚假目标。测试数据显示,与当前红外舰船检测方法相比,在复杂背景下,所提方法的检测正确率更高,呈现出更为理想的受理者工作特征(ROC)曲线。 展开更多
关键词 红外舰船检测 背景减法滤波器 迭代分割 显著性映射 多形状特征 控制权重矢量 目标选择规则
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The Evolution of Stinging Hairs and Other Characters in Nettle Family
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《Bulletin of the Chinese Academy of Sciences》 2015年第4期249-249,共1页
Urticaceae Juss.is a large cosmopolitan family and taxonomically difficult group,partly because it encompasses a broad range of morphological diversity and many of the diagnostic characters(e.g.flower,achene.stipule,... Urticaceae Juss.is a large cosmopolitan family and taxonomically difficult group,partly because it encompasses a broad range of morphological diversity and many of the diagnostic characters(e.g.flower,achene.stipule,bract)require a microscope for accurate determination.Meanwhile,most Uriiceae species have stinging hairs which make them more difficult to collect and identify.As a result,the infra-familial classification of Urticaceae has been controversial for more than a century.A research group led by Prof. 展开更多
关键词 Family familial controversial morphological bract diagnostic infra flower characters habit
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Method for extracting geometrical characteristics of joint probability density based on contour lines
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作者 Shengli Chen Zhiqiang Wu 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2022年第2期130-140,I0004,共12页
This paper presents a method for extracting geometrical features of the joint probability density function(PDF)of two-dimensional systems based on its contour lines,with particular interests given to the number and po... This paper presents a method for extracting geometrical features of the joint probability density function(PDF)of two-dimensional systems based on its contour lines,with particular interests given to the number and position of peaks and craters.In order to detect those two types of structures,a series of horizontal planes are applied to truncate the joint PDF with contour lines generated.Starting with the analysis of contour lines in a single plane,shape characteristics of the peak and the crater can be reflected on the contour lines in the aspects of gradient direction and inclusion relationship.Aided by the properties of PDF,the information about gradient direction and inclusion relationship of contour lines can be obtained simultaneously if the contour tree is built.According to the contour tree,the contour lines can be classified as two groups.Then the corresponding relation between contour lines in different planes is discussed.Based on the corresponding relation,clustering analysis about contour lines belonging to the same group but having different heights is performed.Two sets of contour lines are finally obtained as the simplest expression of geometrical characteristics of a joint PDF.They can be used to obtain the number and position of each peak and crater.Three oscillators of different types are chosen to test this method,which shows that this method can pave the way for numerical calculation about the stochastic P-bifurcation of multi-dimensional systems. 展开更多
关键词 Joint probability density function PEAK CRATER Contour lines Stochastic P-bifurcation
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