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一种有效的不变性角点检测方法
引用本文:戚飞虎,刘建峰.一种有效的不变性角点检测方法[J].上海交通大学学报,1995,29(6):112-116.
作者姓名:戚飞虎  刘建峰
作者单位:“区域光纤通信网与新型光通信系统”国家重点实验室光纤技术研究所
摘    要:在图像形态分类与识别系统中,不变性角点检测是很重要的预处理环节,为有效检测角点,并对之精确定位,本文着重介绍一种基于小波变换的不变性角点检测方法。该方法先对轮廓上各点的切向方向进行小波变换,然后提取出变换幅度的局域最大值点作为待定角点。接着,根据待定角点类型建立相对应的模型,并根据模型对待定角点的直伪进行评判,实验表明,上述方法既能正确检测到角点,又能大大提高计算效率。

关 键 词:图像分类  不变性  角点检测  图像识别

An.Efficient Invariant Corner Detection Approach for Image Contour
Qi Feihu,Liu Jianfeng.An.Efficient Invariant Corner Detection Approach for Image Contour[J].Journal of Shanghai Jiaotong University,1995,29(6):112-116.
Authors:Qi Feihu  Liu Jianfeng
Institution:Qi Feihu;Liu Jianfeng
Abstract:Invariant corner detection is a most important preprocessing step for image shape classification and recognition. For the purpose of effective corner detection and precise localization, in this paper we propose an efficient invariant corner detection method based on wavelet transform. The method first applies a wavelet transform to the contour direction,then it extracts local magnitude maxima as corner candidates. Afterwards 9 it establishes various models according to different kinds of corner and make corresponding verification based on them. Experiments show that the proposed method not only detects corners accurately but also efficiently.
Keywords:image classification and recognition  invariance  corner detection  wavelet transform  image contour
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