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Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking
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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.
Nákup knihy
Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking, Michael Grinberg
- Jazyk
- Rok vydania
- 2018
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2021 2022 2023
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- Titul
- Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking
- Jazyk
- anglicky
- Autori
- Michael Grinberg
- Vydavateľ
- KIT Scientific Publishing
- Rok vydania
- 2018
- ISBN10
- 3731507811
- ISBN13
- 9783731507819
- Séria
- Karlsruher Schriften zur Anthropomatik
- Kategórie
- Počítače, IT, programovanie
- Anotácia
- 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.