大规模摄像机网络中同时覆盖和跟踪的局部重构

Bryan Lemon, V. Kulathumani
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引用次数: 0

摘要

我们提出了一种分布式摄像机控制算法,可用于使用PTZ(平移/倾斜/变焦)摄像机网络监控大区域。拟议的战略将允许以高分辨率连续跟踪目标,同时仍以尽可能高的分辨率保持对整个监测区域的覆盖。我们的算法只需要局部的信息交换,收敛速度快,并且保证了连续重构步骤之间较长的稳定周期。我们在仿真中评估了算法的性能,并证明局部重构足以维持可接受的目标点和非目标点的覆盖范围。
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Local reconfiguration for simultaneous coverage and tracking in a large scale camera network
We present a distributed camera control algorithm that can be used for the monitoring of large regions using a network of PTZ (pan/tilt/zoom) cameras. The proposed strategy would allow for continuous target tracking at a high resolution, while still maintaining coverage over the entire monitored region at the highest possible resolution. Our algorithm requires only a local exchange of information, is quick to converge and ensures longer periods of stability between successive reconfiguration steps. We evaluate the performance of our algorithm in simulation and demonstrate that local reconfiguration is sufficient for maintaining an acceptable coverage of target and non-target points.
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