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

• Tác giả chính: Grinberg, Michael (auth)
• Định dạng: Điện tử Chương của sách
• Ngôn ngữ: Tiếng Anh
• Được phát hành: KIT Scientific Publishing 2018
• Loạt: Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe
• Những chủ đề: gestörte Detektionenfeature-based; probabilistic; merkmalsbasiert; probabilistisch; Datenassoziation; object tracking; corrupted detections; data association; Objektverfolgung
• Truy cập trực tuyến: DOAB: download the publication; DOAB: description of the publication

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 o...