| 利用MAS实现车辆动态识别与智能跟踪 |
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| 引用本文： | 曲巨宝.利用MAS实现车辆动态识别与智能跟踪[J].重庆交通大学学报(自然科学版),2010,29(5). |
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| 作者姓名： | 曲巨宝 |
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| 作者单位： | 武夷学院,数学与计算机系,福建,武夷山,354300 |
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| 基金项目： | 福建省自然科学基金项目(2006J0414); 福建省教育厅基金项目(JA09240); 武夷学院智能计算科研团队(2009) |
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| 摘 要： | 针对视频图像车辆智能跟踪问题,提出了利用帧间差异积累动态矩阵进行自适应背景建模算法,采用背景差提取运动目标区域,设计了一种基于知识的多Agent智能系统进行目标分割、轮廓提取和空域滤波,增强了抗背景干扰能力,使获得的目标区域具有更好的空域连通特性;通过自适应核窗宽改进了MeanShift算法的收敛速度,利用SSD算法实现了快速初始定位。实验结果表明,该方法自治能力强,跟踪目标快速准确,实时有效。
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| 关 键 词： | 跟踪 MAS 图像 智能 分割 MeanShift SSD |
Dynamic Recognition and Intelligent Track of Vehicles Using MAS |
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| QU Ju-bao.Dynamic Recognition and Intelligent Track of Vehicles Using MAS[J].Journal of Chongqing Jiaotong University,2010,29(5). |
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| Authors: | QU Ju-bao |
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| Institution: | QU Ju-bao(Department of Mathematics & Computer,Wuyi Institute,Wuyishan 354300,Fujian,China) |
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| Abstract: | Aiming at the question of vehicle intelligent tracking through video image,using the frame difference to accumulate the dynamic matrix to carry on the auto-adapted background modeling algorithm is proposed.Using the background subtraction to get the motion object region,the multi-intelligent system based on the knowledge to carry out the target segmentation,the contour extraction and the spatial filtering is designed.The multi-intelligent system enhances the anti-background disturbance and makes the object ... |
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| Keywords: | track MAS image intelligence segmentation MeanShift SSD |
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