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Technical Program
Paper Detail
| Paper: | WA-P9.5 |
| Session: | Motion Tracking |
| Time: | Wednesday, October 11, 09:40 - 12:20 |
| Presentation: |
Poster
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| Title: |
EFFECTS OF PARAMETERS VARIATIONS IN PARTICLE FILTER TRACKING |
| Authors: |
Xavier Desurmont; Multitel A.S.B.L | | | | | Caroline Machy; Multitel A.S.B.L | | | | | Céline Mancas-Thillou; Faculté Polytechnique de Mons | | | | | Derek Severin; Multitel A.S.B.L | | | | | Jean-Francois Delaigle; Multitel A.S.B.L | | |
| Abstract: |
Many implementations of visual tracking have been proposed since many years. The lack of standard evaluation process has prevented fair comparison between them. In this paper, we propose to evaluate different particle filter methods in people tracking applications. We introduce an objective metric and give results according to different parameter variations. Finally, we propose a new particle filter configuration that outperforms other current implementations. |
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