Novel Aggregated Solutions for Robust Visual Tracking in Traffic Scenarios - Dissertationsschrift

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.

Product details

• Authors: Wei Tian
• Publisher: KIT Scientific Publishing
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2019
• EAN: 9783731509158
• ISBN: 978-3-7315-0915-8
• No. of pages: 180
• Dimensions: 148 mm x 210 mm x 10 mm
• Weight: 335 g
• Illustrations: graph. Darst.
• Series: Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie
• Subject: Natural sciences, medicine, IT, technology > Technology > Mechanical engineering, production engineering