Publication
A hierarchical architecture to multiple target tracking
Conference Article
Conference
Computer Vision: Advances in Research & Development (CVCRD)
Edition
2nd
Pages
1-6
Doc link
File
Authors
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Rowe, Daniel
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Huerta Casado, Ivan
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Pedersoli, Marco
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Guinea, Soledad
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Gonzàlez Sabaté, Jordi
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Villanueva Pipaón, Juan José
Projects associated
Abstract
This work presents an architecture
based on a modular and hierarchically-organised
system to perform Multiple-Target Tracking
(MTT). A set of co-operating modules, which
work following both bottom-up and top-down
paradigms, are distributed through three levels.
Each level is devoted to a main task: Target Detection,
Low-Level Tracking (LLT), and High-Level
Tracking (HLT). A principled event management
is embedded in the system. The system is allowed
to switch among Motion-based Tracking (MBT) and Appearance-based Tracking (ABT).
Categories
computer vision.
Scientific reference
D. Rowe, I. Huerta, M. Pedersoli, S. Guinea, J. Gonzàlez and J.J. Villanueva. A hierarchical architecture to multiple target tracking, 2nd Computer Vision: Advances in Research & Development, 2007, Bellaterra, Espanya, pp. 1-6, s. n..
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