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2004
Springer

A Stochastic Approach to Tracking Objects Across Multiple Cameras

9 years 11 months ago
A Stochastic Approach to Tracking Objects Across Multiple Cameras
This paper is about tracking people in real-time as they move through the non-overlapping fields of view of multiple video cameras. The paper builds upon existing methods for tracking moving objects in a single camera. The key extension is the use of a stochastic transition matrix to describe people’s observed patterns of motion both within and between fields of view. The parameters of the model for a particular environment are learnt simply by observing a person moving about in that environment. No knowledge of the environment or the configuration of the cameras is required.
Anthony R. Dick, Michael J. Brooks
Added 01 Jul 2010
Updated 01 Jul 2010
Type Conference
Year 2004
Where AUSAI
Authors Anthony R. Dick, Michael J. Brooks
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