Authors
Vera Kettnaker, Ramin Zabih
Publication date
1999/6/23
Conference
Proceedings. 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No PR00149)
Volume
2
Pages
253-259
Publisher
IEEE
Description
The task of multicamera surveillance is to reconstruct the paths taken by all moving objects that are temporally visible from multiple non-overlapping cameras. We present a Bayesian formalization of this task, where the optimal solution is the set of object paths with the highest posterior probability given the observed data. We show how to efficiently approximate the maximum a posteriori solution by linear programming and present initial experimental results.
Total citations
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Scholar articles
V Kettnaker, R Zabih - Proceedings. 1999 IEEE Computer Society Conference …, 1999
V Kettnaker, R Zabih - … Conference on Multimedia Computing and Systems, 1999