模式识别图象预处理中的目标快速定位法
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TP391.41

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国家教委光学信息科学技术开放研究实验室资助


Fast Target Detection and Location by Constructing Structuring Element for Pattern Recognition
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    摘要:

    在模式识别和机器视觉等系统的实际应用中,首先要完成图象预处理的任务,即需要从实时采集的图象中把感兴趣的物体检测出来,以便于后续的识别处理。本文提出了一种基于二值图象形态学腐蚀运算的快速目标测定位法,通过修改腐蚀的运算的算法,构造两个新的形态结构元素可快速有效地对目标进行检测定位,文中给出了基本算法和实验结果。

    Abstract:

    Opto electric hybrid processing has made significant advance in implementing a great number of pattern recognition and classification algorithms and systems,especially for 2 D patterns.And real time image pre processing,including target detection and location,is a necessary stage for their applications.Based upon binary morphological erosion,a quick method of target detection and location is presented in this paper.Two morphological structuring elements are constructed to modify the morphological erosion.The basic algorithm is given.Also the experiment of image pre processing for a real time multi targets recognition neural network system is described,which shows that target detection and location of the binary image by thresholding the grayscale image grabbed by CCD camera are implemented successfully by the way putted forward in this paper.

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刘Yue 申金缓.模式识别图象预处理中的目标快速定位法[J].光电子激光,1998,(5):415~418

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