Title: Probabilistic Models for 3D Urban Scene Understanding from Movable Platforms (Schriftenreihe / Institut fuer Mess- und Regelungstechnik, Karlsruher Institut fuer Technologie)
Publisher: KIT Scientific Publishing
Publication Date: 2013
Language: English
ISBN 10: 3731500817
ISBN 13: 9783731500810
Binding: Soft cover
Condition: New

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Synopsis

This work is a contribution to understanding multi-object traffic scenes from video sequences. All data is provided by a camera system which is mounted on top of the autonomous driving platform AnnieWAY. The proposed probabilistic generative model reasons jointly about the 3D scene layout as well as the 3D location and orientation of objects in the scene. In particular, the scene topology, geometry as well as traffic activities are inferred from short video sequences.

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