Road Network Deterioration Monitoring Using Aerial Images and Computer Vision

Autor:	Parra-A, Nicolas, Vargas-Calderón, Vladimir, Vinck-Posada, Herbert, Vinck, Nicanor
Rok vydání:	2022
Předmět:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Computers and Society
Druh dokumentu:	Working Paper
Popis:	Road maintenance is an essential process for guaranteeing the quality of transportation in any city. A crucial step towards effective road maintenance is the ability to update the inventory of the road network. We present a proof of concept of a protocol for maintaining said inventory based on the use of unmanned aerial vehicles to quickly collect images which are processed by a computer vision program that automatically identifies potholes and their severity. Our protocol aims to provide information to local governments to prioritise the road network maintenance budget, and to be able to detect early stages of road deterioration so as to minimise maintenance expenditure. Comment: 5 pages, 4 figures
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2209.15455 Zobrazit plný text záznamu View this record from Arxiv