A deep learning approach to automatic road surface monitoring and pothole detection

B Varona, A Monteserin, A Teyseyre - Personal and Ubiquitous Computing, 2020 - Springer
Anomalies in road surface not only impact road quality but also affect driver safety, mechanic
structure of the vehicles, and fuel consumption. Several approaches have been proposed to …

Wavelet-morphology based detection of incipient linear cracks in asphalt pavements from RGB camera imagery and classification using circular Radon transform

YO Ouma, M Hahn - Advanced Engineering Informatics, 2016 - Elsevier
The combined detection, extraction and identification of incipient or micro-linear distresses
in asphalt pavements are important steps in the quantification and analyses of the …

Geocrack: A high-resolution dataset for segmentation of fracture edges in geological outcrops

M Yaqoob, M Ishaq, MY Ansari, VRS Konagandla… - Scientific Data, 2024 - nature.com
GeoCrack is the first large-scale open source annotated dataset of fracture traces from
geological outcrops, enabling deep learning-based fracture segmentation, setting a new …

An automatic road distress visual inspection system using an onboard in‐car camera

T Siriborvornratanakul - Advances in Multimedia, 2018 - Wiley Online Library
Speaking of road maintenance, the preventive maintenance strategy is preferable for most
governments. Many governments possess special vehicles that can accurately detect and …

Inexpensive multimodal sensor fusion system for autonomous data acquisition of road surface conditions

YL Chen, MR Jahanshahi, P Manjunatha… - IEEE Sensors …, 2016 - ieeexplore.ieee.org
This paper presents the development, evaluation, calibration, and field application of a
novel, relatively inexpensive, vision-based sensor system employing commercially available …

Automated extraction of ground fissures due to coal mining subsidence based on UAV photogrammetry

K Yang, Z Hu, Y Liang, Y Fu, D Yuan, J Guo, G Li, Y Li - Remote Sensing, 2022 - mdpi.com
Widespread ground fissures caused by coal mining subsidence are a main cause of
ecological destruction in coal mining areas, and the rapid monitoring of ground fissures is …

Crack junction detection in pavement image using correlation structure analysis and iterative tensor voting

Y Wang, Y Huang, W Huang - IEEE Access, 2019 - ieeexplore.ieee.org
Crack junction is the crossing or branching point of different cracks in the pavement image. It
represents the branch of transverse crack or longitudinal crack, and describes the interlaced …

Implementation of a multi-modal mobile sensor system for surface and subsurface assessment of roadways

M Wang, R Birken… - Smart Sensor Phenomena …, 2015 - spiedigitallibrary.org
There are more than 4 million miles of roads and 600,000 bridges in the United States
alone. On-going investments are required to maintain the physical and operational quality of …

City-wide application of the affordable and rapid streetscan pavement-management system

D Vines-Cavanaugh, SS Shamsabadi… - Journal of …, 2017 - ascelibrary.org
The StreetScan pavement-management system (PMS) is introduced. It empowers cities to
make more cost-effective road repair decisions. At the heart of the system is a vehicle …

[图书][B] Design and implementation of Pavemon: A gis web-based Pavement Monitoring System based on large amounts of heterogeneous sensors data

SS Shamsabadi - 2015 - search.proquest.com
A web-based PAVEment MONitoring system, PAVEMON, is a GIS oriented platform for
accommodating, representing, and leveraging data from a multi-modal mobile sensor …