Pedestrian tracking through camera network for wide area surveillance

Pedestrian tracking through camera network for wide area surveillance
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DOI:
10.1109/icsmc.2008.4811352
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发表时间:
2008-10
期刊:
2008 IEEE International Conference on Systems, Man and Cybernetics
影响因子:
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通讯作者:
Yasuhide Hyodo;Shinya Yuasa;K. Fujimura;Takeshi Naito;S. Kamijo
Yasuhide Hyodo;Shinya Yuasa;K. Fujimura;Takeshi Naito;S. Kamijo
中科院分区:
其他
文献类型:
--
作者:
Yasuhide Hyodo;Shinya Yuasa;K. Fujimura;Takeshi Naito;S. Kamijo

文献摘要

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通过摄像头网络跟踪单个行人对于当今的安全问题非常重要。在实际应用中,遮挡鲁棒的摄像机之间的行人匹配重叠的看法是必要的。然而,这样的匹配应该在没有需要真实的世界协调的相机校准的情况下被处理。本文提出了一种遮挡鲁棒的连续摄像机重叠视图行人匹配方法。代替摄像机的真实的世界协调,匹配算法需要连续摄像机之间相当简单的校准。
Tracking individual pedestrians through camera network is quite important for the security issue today. In the practical use, occlusion robust methods for pedestrian matching between cameras with overlapping view are necessary. However, such matching should be processed without camera calibrations that require real world coordination. In this paper, we proposed an occlusion robust method for pedestrian matching in overlapping view of contiguous cameras. Instead of real world coordination of cameras, the matching algorithm requires quite simple calibration between continuous cameras.