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液体可视图象序列中杂质小目标的检测方法
引用本文:成玉娟,惠华,等.液体可视图象序列中杂质小目标的检测方法[J].光子学报,2002,31(6):743-747.
作者姓名:成玉娟  惠华
作者单位:[1]浙江大学光电信息工程学系,现代光学仪器国家重点实验室,杭州310027 [2]浙江大学信息电子工程学系,杭州310027
摘    要:在分析红外图象和视图象差异的基础上,研究了一种适用于可视图像序列的运动小目标检测算法。受目标影响的象素点具有较弱的时间相关性,即相对普通象素点有较大的时间方差,根据此特征,用管道更新的方法产生新方差图象序列,再用管道更新的方法累积,增加信噪比,然后用基于统计均值的自适应门限方法分割出目标,最后将原图象的梯度倒数作为象素点强度的加权,有效地抑制灰度突变边界的传感器噪音,保存目标点。

关 键 词:可视图象序列  杂质  小目标  检测  可视图象  方差图象  液体
收稿时间:2001-10-28

A NOVEL ALGORITHM FOR PIXEL-TARGET DETECTION IN LIQUID IMAGE
Cheng Yujuan,Yan Huimin,Hui Hua.A NOVEL ALGORITHM FOR PIXEL-TARGET DETECTION IN LIQUID IMAGE[J].Acta Photonica Sinica,2002,31(6):743-747.
Authors:Cheng Yujuan  Yan Huimin  Hui Hua
Affiliation:1. National Key Laboratory of Modern Optical Instrument, Department of Optical Engineering, Zhejiang University, Hangzhou, Zhejiang Province, China 310027;2. Dept Information Electronic of Engineering, Zhejiang University, Hangzhou 310027
Abstract:It describes a novel algorithm for detecting impurity one kind of small target inliquid by analyzing sequences of gray scale images,which is able to detect impurity with full intelligent.It is based on the basic theories of tracking and detection of small target in image sequences and is divided into three main stages:image pre-processing,potential targets extraction and target tracking.Each of them is explained in detail in this paper.In the second stage,a new method of extacting features of small targets in visible image sequences is proposed,which is based on the idea that a pixel that is affected by a point target will have greater temporal intensity variance.By calculating the variance summation sequence,the S/N sensitivity of the algorithm is greatly improved.The technique responds to targets of either polarity.Tests of this system on available database have yielded good results.
Keywords:Impurity detection  Image sequence  Liquid image  Camera  Small target
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