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Michael Grinberg

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

(Karlsruher Schriften zur Anthropomatik ; 35)

AutorGrinberg, Michael

VerlagKIT Scientific Publishing, Karlsruhe

ISBN9783731507819

UmfangXXII, 256 S.

Veröffentlicht
am:
10.08.2018

Erscheinungs-
jahr
2018

VerfügbarkeitAktiv

Downloads:

Für Zitate bitte die folgende URL verwenden:
http://dx.doi.org/10.5445/KSP/1000081430

Abstract

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.