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

Michael Grinberg

ISBN 10: 3731507811 / ISBN 13: 9783731507819

Editore: Karlsruher Institut Für Technologie, Karlsruher Institut Für Technologie Sep 2018, 2018

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Neuware -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. 296 pp. Englisch. Codice articolo 9783731507819

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Titolo: Feature-Based Probabilistic Data Association...

Casa editrice: Karlsruher Institut Für Technologie, Karlsruher Institut Für Technologie Sep 2018

Data di pubblicazione: 2018

Legatura: Taschenbuch

Condizione: Neu

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Riassunto:

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.