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2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'04) - Volume 1
Simultaneous Calibration and Tracking with a Network of Non-Overlapping Sensors
Washington, D.C., USA
June 27-July 02
ISBN: 0-7695-2158-4
Ali Rahimi, Massachusetts Institute of Technology
Brian Dunagan, Massachusetts Institute of Technology
Trevor Darrell, Massachusetts Institute of Technology
We describe a method for simultaneously recovering the trajectory of a target and the external calibration parameters of non-overlapping cameras in a multi-camera system. Each camera is assumed to measure the location of a moving target within its field of view with respect to the camera?s ground-plane coordinate system. Calibrating the network of cameras requires aligning each camera?s ground-plane coordinate system with a global ground-plane coordinate system. Prior knowledge about the target?s dynamics can compensate for the lack of overlap between the camera fields of view. The target is allowed to move freely with varying speed and direction. We demonstrate the idea with a network of indoor wireless cameras.
Citation:
Ali Rahimi, Brian Dunagan, Trevor Darrell, "Simultaneous Calibration and Tracking with a Network of Non-Overlapping Sensors," cvpr, vol. 1, pp.187-194, 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'04) - Volume 1, 2004
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