Buch: Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking
Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking
Dissertationsschrift
2018, 296  S., graph. Darst. 210 mm, Softcover
Sprache: Englisch
KIT Scientific Publishing
ISBN 978-3-7315-0781-9

Inhalt
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.

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