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

Language: English

Condition: New Soft cover

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Bibliographic Details

Title

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

Publisher

Karlsruher Institut f�r Technologie

Publication Date

2018

Language

English

ISBN 10

3731507811

ISBN 13

9783731507819

Binding

Taschenbuch

Condition

Neu

Dimensions

Weight

432 grams

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B�cher

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.

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