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

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2018-09-06
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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 sensor ... Täielik kirjeldus

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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.

Lisateave

Autor Michael Grinberg
Kirjastaja Karlsruher Institut für Technologie
Väljalaskeaasta 2018
Kaanetüüp Pehme kaanega
EAN 9783731507819
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Te vaatate: Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking
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42,32 € 70,53 €