Deep Learning Segmentation and 3D Reconstruction of Road Markings Using Multiview Aerial Imagery

The 3D information of road infrastructures is growing in importance with the development of autonomous driving. In this context, the exact 2D position of road markings as well as height information play an important role in, e.g., lane-accurate self-localization of autonomous vehicles. In this paper...

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Bibliographic Details
Main Authors: Franz Kurz, Seyed Majid Azimi, Chun-Yu Sheu, Pablo d’Angelo
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:http://www.mdpi.com/2220-9964/8/1/47