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.
Umfang: XII, 146 S.
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Tian, W. 2019. Novel Aggregated Solutions for Robust Visual Tracking in Traffic Scenarios. Karlsruhe: KIT Scientific Publishing. DOI: https://doi.org/10.5445/KSP/1000091919
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Veröffentlicht am 21. Mai 2019
Englisch
180
Paperback | 978-3-7315-0915-8 |