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

Michael Grinberg

ISBN 10: 3731507811 / ISBN 13: 9783731507819

Published by Karlsruher Institut für Technologie, 2018

About this Item

Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking | Michael Grinberg | Taschenbuch | Englisch | 2018 | Karlsruher Institut für Technologie | EAN 9783731507819 | Verantwortliche Person für die EU: KIT Scientific Publishing, Straße am Forum 2, 76131 Karlsruhe, info[at]ksp[dot]kit[dot]edu | Anbieter: preigu.

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Bibliographic Details

• Title: Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking
• Publisher: Karlsruher Institut für Technologie
• Publication Date: 2018
• Language: English
• ISBN 10: 3731507811
• ISBN 13: 9783731507819
• Binding: Taschenbuch
• Condition: Neu

About this title

Synopsis

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.