Publication
Unconstrained multiple-people tracking
Conference Article
Conference
Annual Symposium of the German Association for Pattern Recognition (DAGM)
Edition
28th
Pages
505-514
Doc link
http://dx.doi.org/10.1007/11861898_51
File
Authors
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Rowe, Daniel
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Reid, Ian
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Gonzàlez Sabaté, Jordi
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Villanueva Pipaón, Juan José
Projects associated
Abstract
This work presents two main contributions to achieve robust multiple-target tracking in uncontrolled scenarios. A novel system which consists on a hierarchical architecture is proposed. Each level is devoted to one of the main tracking functionalities: target detection, low-level tracking, and high-level tasks such as target-appearance representation, or event management. Secondly, tracking performances are enhanced by on-line building and updating multiple appearance models. Successful experimental results are accomplished on sequences with significant illumination changes, grouping, splitting and occlusion events.
Categories
computer vision.
Scientific reference
D. Rowe, I. Reid, J. Gonzàlez and J.J. Villanueva. Unconstrained multiple-people tracking, 28th Annual Symposium of the German Association for Pattern Recognition, 2006, Berlin, Germany, in Pattern Recognition, Vol 4174 of Lecture Notes in Computer Science, pp. 505-514, 2006, Springer, Berlin, Alemanya.
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