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2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance
Dynamic Models for People Detection and Tracking
September 01-September 03
ISBN: 978-0-7695-3341-4
| ASCII Text | x | ||
| Lauro Snidaro, Ingrid Visentini, Gian Luca Foresti, "Dynamic Models for People Detection and Tracking," Advanced Video and Signal Based Surveillance, IEEE Conference on, pp. 29-35, 2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance, 2008. | |||
| BibTex | x | ||
| @article{ 10.1109/AVSS.2008.29, author = {Lauro Snidaro and Ingrid Visentini and Gian Luca Foresti}, title = {Dynamic Models for People Detection and Tracking}, journal ={Advanced Video and Signal Based Surveillance, IEEE Conference on}, volume = {0}, year = {2008}, isbn = {978-0-7695-3341-4}, pages = {29-35}, doi = {http://doi.ieeecomputersociety.org/10.1109/AVSS.2008.29}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Advanced Video and Signal Based Surveillance, IEEE Conference on TI - Dynamic Models for People Detection and Tracking SN - 978-0-7695-3341-4 SP29 EP35 A1 - Lauro Snidaro, A1 - Ingrid Visentini, A1 - Gian Luca Foresti, PY - 2008 KW - Online boosting KW - detection KW - tracking KW - recognition KW - video surveillance VL - 0 JA - Advanced Video and Signal Based Surveillance, IEEE Conference on ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AVSS.2008.29
In this paper we propose a real-time algorithm for detecting and tracking moving objects in a video sequence. Based on the on-line boosting framework, our algorithm is able to detect an object as a member of a class, e.g. pedestrian, then a specific model for each instance of the class can be built on-line allowing at the same time robust tracking and recognition of the particular instance as it leaves and re-enters the scene. Promising experimental results have been performed on standard video sequences.
Index Terms:
Online boosting, detection, tracking, recognition, video surveillance
Citation:
Lauro Snidaro, Ingrid Visentini, Gian Luca Foresti, "Dynamic Models for People Detection and Tracking," avss, pp.29-35, 2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance, 2008
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