Interlacing Self-Localization, Moving Object Tracking and Mapping for 3D Range Sensors

This work presents a solution for autonomous vehicles to detect arbitrary moving traffic participants and to precisely determine the motion of the vehicle. The solution is based on three-dimensional images captured with modern range sensors like e.g. high-resolution laser scanners. As result, object...

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Bibliographic Details
Main Author: Moosmann, Frank (auth)
Format: Book Chapter
Published: KIT Scientific Publishing 2013
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Summary:This work presents a solution for autonomous vehicles to detect arbitrary moving traffic participants and to precisely determine the motion of the vehicle. The solution is based on three-dimensional images captured with modern range sensors like e.g. high-resolution laser scanners. As result, objects are tracked and a detailed 3D model is built for each object and for the static environment. The performance is demonstrated in challenging urban environments that contain many different objects.
Physical Description:1 electronic resource (XVIII, 128 p. p.)
ISBN:KSP/1000032359
9783866449770
Access:Open Access