This work proposes novel approaches for object tracking in challenging scenarios like severe occlusion, deteriorated vision and long range multi-object reidentification. All these solutions are only based on image sequence captured by a monocular camera and do not require additional sensors. Experiments on standard benchmarks demonstrate an improved state-of-the-art performance of these approaches. Since all the presented approaches are smartly designed, they can run at a real-time speed.
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DETAILS
Novel Aggregated Solutions for Robust Visual Tracking in Traffic Scenarios
Dissertationsschrift
Tian, Wei
Kartoniert, 180 S.
graph. Darst.
Sprache: Englisch
21 cm
KIT Scientific Publishing (2019)
Gewicht: 335 g
ISBN-13: 978-3-7315-0915-8
Titelnr.: 78506313