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Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking

Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking

von Michael Grinberg
Softcover - 9783731507819
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Beschreibung

This work proposes a feature-based probabilistic data association and tracking approach (FBPDATA) for multi-object tracking. FBPDATA is based on re-identification and tracking of individual video image points (feature points) and aims at solving the problems of partial, split (fragmented), bloated or missed detections, which are due to sensory or algorithmic restrictions, limited field of view of the sensors, as well as occlusion situations.

Details

Verlag KIT Scientific Publishing
Ersterscheinung 10. August 2018
Maße 21 cm x 14.8 cm
Gewicht 450 Gramm
Format Softcover
ISBN-13 9783731507819
Seiten 296

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