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An effective Hough Transform based track initiation
文献类型:会议
作者:Jin, Shu-Ling[1]  Liang, Yan[2]  He, Peng[3]  Pan, Guang-Lin[4]  Pan, Quan[5]  Cheng, Yong-Mei[6]  
机构:[1]College of Automation, Northwestern Polytechnical University, Xi'an, China
[2]College of Automation, Northwestern Polytechnical University, Xi'an, China
[3]College of Automation, Northwestern Polytechnical University, Xi'an, China
[4]College of Automation, Northwestern Polytechnical University, Xi'an, China
[5]College of Automation, Northwestern Polytechnical University, Xi'an, China
[6]College of Automation, Northwestern Polytechnical University, Xi'an, China
年:2006
通讯作者:Jin, SL (reprint author), Northwestern Polytech Univ, Coll Automat, Xian 710072, Peoples R China.
会议名称:Proceedings of 2006 International Conference on Machine Learning and Cybernetics, Vols 1-7
页码范围:3196-3200
会议开始日期:2006-08-13
收录情况:EI(20071210502636)  CPCI-S(WOS:000241452304105)  
所属部门:自动化学院
人气指数:2644
浏览次数:2608
被引频次:1
语言:外文
关键词:Hough Transform; track initiation; multiple target tracking
摘要:
In this paper, a Hough Transform (HT) based track initiation method is proposed to detect targets in 3L (low signal-to-clutter-ratio, low signal-to-noise-ratio, and low detection probability) environment using a new and effective accumulation method. In the new accumulation method, the contributions of each cell's votes are determined by the neighbors of the resolving cell, instead of just the cell itself so that the disturbance of sampled probability density, due to finite samples, can be smoot ...More
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