Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios

Format:

Book

Author/Creator:

Tian, Wei

Series:

Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie

Language:

English

Physical Description:

1 online resource (XII, 146 p. p.)

Place of Publication:

KIT Scientific Publishing 2019

Language Note:

English

Summary:

This work proposes novel approaches for object tracking in challenging scenarios like severe occlusion, deteriorated vision and long range multi-object reidenti?cation. 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.

ISBN:

1000091919