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

Dissertationsschrift

Language EnglishEnglish
Book Paperback
Book Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking Michael Grinberg
Libristo code: 20087643
Publishers KIT Scientific Publishing, November 2017
This work proposes a feature-based probabilistic data association and tracking approach (FBPDATA) fo... Full description
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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.

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About the book

Full name Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking
Author Michael Grinberg
Language English
Binding Book - Paperback
Date of issue 2018
Number of pages 296
EAN 9783731507819
Libristo code 20087643
Publishers KIT Scientific Publishing
Weight 450
Dimensions 148 x 210 x 17

Categories

Computing & Information Technology > Computer science
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