Detection and localization of potholes in roadways using smartphones

Author:

Casas Avellaneda Diego AndresORCID,López-Parra Javier FranciscoORCID

Abstract

A system for the detection and localization of roadway potholes is proposed and is aimed at collecting data on the roadway potholes using the accelerometer, GPS and compass that are embedded into smartphones using the Android operating system. This system has a scalable mobile architecture that contributes to capturing environment information using multiple devices with a large geographic coverage.

Publisher

Universidad Nacional de Colombia

Subject

General Engineering

Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Road pothole detection from smartphone sensor data using improved LSTM;Multimedia Tools and Applications;2023-08-26

2. Efficient dense attention fusion network with channel correlation loss for road damage detection;IET Intelligent Transport Systems;2023-04-19

3. Machine Learning Combined with Thresholding - A Blended Approach to Potholes Detection;2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC);2022-11-19

4. Daily activities monitoring system using the mobile terminal;2022 23rd International Carpathian Control Conference (ICCC);2022-05-29

5. Pavement Distress Detection Using Deep Learning Based Methods: A Survey on Role, Challenges and Opportunities;Communications in Computer and Information Science;2022

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