TY - GEN AU - Grinberg,Michael TI - Feature-Based Probabilistic Data Association for Video-Based Multi-Object Tracking SN - KSP/1000081430 PY - 2018/// PB - KIT Scientific Publishing KW - gestörte Detektionenfeature-based KW - probabilistic KW - merkmalsbasiert KW - probabilistisch KW - Datenassoziation KW - object tracking KW - corrupted detections KW - data association KW - Objektverfolgung N1 - Open Access N2 - 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 UR - https://www.ksp.kit.edu/9783731507819 UR - https://directory.doabooks.org/handle/20.500.12854/47470 ER -