TY - BOOK AU - Grinberg, Michael AB - 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. DO - 10.5445/KSP/1000081430 ID - OAPEN ID: 34219 KW - gestörte Detektionenfeature-based KW - probabilistic KW - merkmalsbasiert KW - probabilistisch KW - Datenassoziation KW - object tracking KW - corrupted detections KW - data association KW - Objektverfolgung L1 - https://www.ksp.kit.edu/9783731507819 LA - English LK - https://directory.doabooks.org/handle/20.500.12854/47470 PB - KIT Scientific Publishing PY - 2018 SN - 9783731507819 TI - Feature-Based Probabilistic Data Association for Video-Based Multi-Object Trackingnull ER -