Machine Learning Approaches for Road Condition Monitoring Using Synthetic Aperture Radar

Airborne synthetic aperture radar (SAR) has the potential to monitor remotely the road traffic infrastructure on a large scale. Of particular interest is the road surface roughness, which is an important road safety parameter. For this task, novel algorithms need to be developed. Machine learning ap...

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Bibliographic Details
Main Authors: Lucas Germano Rischioni, Arun Babu, Stefan V. Baumgartner, Gerhard Krieger
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10073636/