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

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Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking is written by Grinberg, Michael and published by KIT Scientific Publishing. It's available with International Standard Book Number or ISBN identification 3731507811 (ISBN 10) and 9783731507819 (ISBN 13).

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.