Image-Based Pothole Detection System for ITS Service and Road Management System
Joint Authors
Ryu, Seung-Ki
Kim, Taehyeong
Kim, Young-Ro
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-09-16
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
Potholes can generate damage such as flat tire and wheel damage, impact and damage of lower vehicle, vehicle collision, and major accidents.
Thus, accurately and quickly detecting potholes is one of the important tasks for determining proper strategies in ITS (Intelligent Transportation System) service and road management system.
Several efforts have been made for developing a technology which can automatically detect and recognize potholes.
In this study, a pothole detection method based on two-dimensional (2D) images is proposed for improving the existing method and designing a pothole detection system to be applied to ITS service and road management system.
For experiments, 2D road images that were collected by a survey vehicle in Korea were used and the performance of the proposed method was compared with that of the existing method for several conditions such as road, recording, and brightness.
The results are promising, and the information extracted using the proposed method can be used, not only in determining the preliminary maintenance for a road management system and in taking immediate action for their repair and maintenance, but also in providing alert information of potholes to drivers as one of ITS services.
American Psychological Association (APA)
Ryu, Seung-Ki& Kim, Taehyeong& Kim, Young-Ro. 2015. Image-Based Pothole Detection System for ITS Service and Road Management System. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1075214
Modern Language Association (MLA)
Ryu, Seung-Ki…[et al.]. Image-Based Pothole Detection System for ITS Service and Road Management System. Mathematical Problems in Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1075214
American Medical Association (AMA)
Ryu, Seung-Ki& Kim, Taehyeong& Kim, Young-Ro. Image-Based Pothole Detection System for ITS Service and Road Management System. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1075214
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1075214