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, Karlsruher Institut Für Technologie Sep 2018, 2018

About this Item

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.

Seller Inventory # 9783731507819

Bibliographic Details

• Title: Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking
• Publisher: Karlsruher Institut Für Technologie, Karlsruher Institut Für Technologie Sep 2018
• 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.