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

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. Experime...

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Main Author: Tian, Wei
Format: eBook
Published: KIT Scientific Publishing 2019
Subjects:
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
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.
Physical Description:1 electronic resource (XII, 146 p. p.)
ISBN:9783731509158