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基于Mean-Shift的运动目标跟踪 被引量:7
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作者 王建华 冯帆 梁伟 《科学技术与工程》 北大核心 2012年第3期564-567,共4页
Mean-Shift跟踪算法由于计算复杂度低、跟踪效果好、实时性强等优点被越来越多地应用到视觉跟踪领域。对Mean-Shift算法的跟踪原理进行详细分析,给出基于该算法的运动目标跟踪过程及实现方法。最后,对复杂背景下人物序列图像进行跟踪实... Mean-Shift跟踪算法由于计算复杂度低、跟踪效果好、实时性强等优点被越来越多地应用到视觉跟踪领域。对Mean-Shift算法的跟踪原理进行详细分析,给出基于该算法的运动目标跟踪过程及实现方法。最后,对复杂背景下人物序列图像进行跟踪实验,实验结果表明,该方法具有很好的跟踪性能,对于短暂小幅遮挡具有很好的鲁棒性。 展开更多
关键词 目标跟踪 mean-shift 遮挡
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An image-tracking algorithm based on object center distance-weighting and image feature recognition
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作者 JIANG Shuhong WANG Qin +1 位作者 ZHANG Jianqiu HU Bo 《Frontiers of Electrical and Electronic Engineering in China》 CSCD 2007年第1期1-7,共7页
Areal-time image-tracking algorithm is proposed,which gives small weights to pixels farther from the object center and uses the quantized image gray scales as a template.It identifies the target’s location by the mea... Areal-time image-tracking algorithm is proposed,which gives small weights to pixels farther from the object center and uses the quantized image gray scales as a template.It identifies the target’s location by the mean-shift iteration method and arrives at the target’s scale by using image feature recognition.It improves the kernel-based algorithm in tracking scale-changing targets.A decimation method is proposed to track large-sized targets and real-time experimental results verify the effectiveness of the proposed algorithm. 展开更多
关键词 object tracking video processing mean-shift algorithm feature recognition
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