Machine learning algorithms for monitoring pavement performance

This work introduces the need to develop competitive, low-cost and applicable technologies to real roads to detect the asphalt condition by means of Machine Learning (ML) algorithms. Specifically, the most recent studies are described according to the data collection methods: images, ground penetrat...

Full description

Saved in:

Bibliographic Details
Published in:	Automation in construction Vol. 139; p. 104309
Main Authors:	Cano-Ortiz, Saúl, Pascual-Muñoz, Pablo, Castro-Fresno, Daniel
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier B.V 01.07.2022 Elsevier BV
Subjects:	Algorithms Artificial neural networks Data collection Data collection and road maintenance Data sources Ground penetrating radar Machine learning Pavement management Pavements Radar imaging Road performance State-of-the-art reviews Support vector machines Data collection and road maintenance Machine learning Road performance
ISSN:	0926-5805, 1872-7891
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!