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

Posted By: arundhati
Date: 13 Mar 2025 07:26:31
Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking

Michael Grinberg, "Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking"
English | ISBN: 3731507811 | 2018 | 296 pages | PDF | 4 MB

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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