Open Access Book
Open Access Book image

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


Author: Moosmann, Frank
Source: Directory of Open Access Books
Publisher: KIT Scientific Publishing
ISBN: 9783866449770
Creative Commons Attribution-NonCommercial-NoDerivs Image

Share

Description
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.