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VIDAR-Based Road-Surface-Pothole-Detection Method

This paper presents a VIDAR (a Vision-IMU based detection and ranging method)-based approach to road-surface pothole detection. Most potholes on the road surface are caused by the further erosion of cracks in the road surface, and tires, wheels and bearings of vehicles are damaged to some extent as...

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Detalles Bibliográficos
Autores principales: Xu, Yi, Sun, Teng, Ding, Shaohong, Yu, Jinxin, Kong, Xiangcun, Ni, Juan, Shi, Shuyue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490654/
https://www.ncbi.nlm.nih.gov/pubmed/37687924
http://dx.doi.org/10.3390/s23177468
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author Xu, Yi
Sun, Teng
Ding, Shaohong
Yu, Jinxin
Kong, Xiangcun
Ni, Juan
Shi, Shuyue
author_facet Xu, Yi
Sun, Teng
Ding, Shaohong
Yu, Jinxin
Kong, Xiangcun
Ni, Juan
Shi, Shuyue
author_sort Xu, Yi
collection PubMed
description This paper presents a VIDAR (a Vision-IMU based detection and ranging method)-based approach to road-surface pothole detection. Most potholes on the road surface are caused by the further erosion of cracks in the road surface, and tires, wheels and bearings of vehicles are damaged to some extent as they pass through the potholes. To ensure the safety and stability of vehicle driving, we propose a VIDAR-based pothole-detection method. The method combines vision with IMU to filter, mark and frame potholes on flat pavements using MSER to calculate the width, length and depth of potholes. By comparing it with the classical method and using the confusion matrix to judge the correctness, recall and accuracy of the method proposed in this paper, it is verified that the method proposed in this paper can improve the accuracy of monocular vision in detecting potholes in road surfaces.
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spelling pubmed-104906542023-09-09 VIDAR-Based Road-Surface-Pothole-Detection Method Xu, Yi Sun, Teng Ding, Shaohong Yu, Jinxin Kong, Xiangcun Ni, Juan Shi, Shuyue Sensors (Basel) Article This paper presents a VIDAR (a Vision-IMU based detection and ranging method)-based approach to road-surface pothole detection. Most potholes on the road surface are caused by the further erosion of cracks in the road surface, and tires, wheels and bearings of vehicles are damaged to some extent as they pass through the potholes. To ensure the safety and stability of vehicle driving, we propose a VIDAR-based pothole-detection method. The method combines vision with IMU to filter, mark and frame potholes on flat pavements using MSER to calculate the width, length and depth of potholes. By comparing it with the classical method and using the confusion matrix to judge the correctness, recall and accuracy of the method proposed in this paper, it is verified that the method proposed in this paper can improve the accuracy of monocular vision in detecting potholes in road surfaces. MDPI 2023-08-28 /pmc/articles/PMC10490654/ /pubmed/37687924 http://dx.doi.org/10.3390/s23177468 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Xu, Yi
Sun, Teng
Ding, Shaohong
Yu, Jinxin
Kong, Xiangcun
Ni, Juan
Shi, Shuyue
VIDAR-Based Road-Surface-Pothole-Detection Method
title VIDAR-Based Road-Surface-Pothole-Detection Method
title_full VIDAR-Based Road-Surface-Pothole-Detection Method
title_fullStr VIDAR-Based Road-Surface-Pothole-Detection Method
title_full_unstemmed VIDAR-Based Road-Surface-Pothole-Detection Method
title_short VIDAR-Based Road-Surface-Pothole-Detection Method
title_sort vidar-based road-surface-pothole-detection method
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490654/
https://www.ncbi.nlm.nih.gov/pubmed/37687924
http://dx.doi.org/10.3390/s23177468
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