A review of 3D reconstruction techniques in civil engineering and their applications

Z Ma, S Liu - Advanced Engineering Informatics, 2018 - Elsevier
Abstract Three-dimensional (3D) reconstruction techniques have been used to obtain the 3D
representations of objects in civil engineering in the form of point cloud models, mesh …

Computer vision for road imaging and pothole detection: a state-of-the-art review of systems and algorithms

N Ma, J Fan, W Wang, J Wu, Y Jiang… - Transportation safety …, 2022 - academic.oup.com
Computer vision algorithms have been utilized for 3-D road imaging and pothole detection
for over two decades. Nonetheless, there is a lack of systematic survey articles on state-of …

[HTML][HTML] Smart pothole detection using deep learning based on dilated convolution

KR Ahmed - Sensors, 2021 - mdpi.com
Roads make a huge contribution to the economy and act as a platform for transportation.
Potholes in roads are one of the major concerns in transportation infrastructure. A lot of …

[HTML][HTML] Road surface monitoring using smartphone sensors: A review

S Sattar, S Li, M Chapman - Sensors, 2018 - mdpi.com
Road surface monitoring is a key factor to providing smooth and safe road infrastructure to
road users. The key to road surface condition monitoring is to detect road surface anomalies …

Pothole detection using deep learning: A real‐time and AI‐on‐the‐edge perspective

MH Asad, S Khaliq, MH Yousaf… - Advances in Civil …, 2022 - Wiley Online Library
Asphalt pavement distresses are the major concern of underdeveloped and developed
nations for the smooth running of daily life commute. Among various pavement failures …

[HTML][HTML] Convolutional neural networks based potholes detection using thermal imaging

Y Bhatia, R Rai, V Gupta, N Aggarwal, A Akula - Journal of King Saud …, 2022 - Elsevier
The presence of potholes on the roads is one of the major causes of road accidents as well
as wear and tear of vehicles. In order to solve this problem, various techniques have been …

Rethinking road surface 3-d reconstruction and pothole detection: From perspective transformation to disparity map segmentation

R Fan, U Ozgunalp, Y Wang, M Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Potholes are one of the most common forms of road damage, which can severely affect
driving comfort, road safety, and vehicle condition. Pothole detection is typically performed …

[HTML][HTML] UAV photogrammetry-based 3D road distress detection

Y Tan, Y Li - ISPRS International Journal of Geo-Information, 2019 - mdpi.com
The timely and proper rehabilitation of damaged roads is essential for road maintenance,
and an effective method to detect road surface distress with high efficiency and low cost is …

A real-time automatic pavement crack and pothole recognition system for mobile Android-based devices

A Tedeschi, F Benedetto - Advanced Engineering Informatics, 2017 - Elsevier
Due to the rapid growth of vehicles and traffic accidents caused by road pavement defects,
road safety has become a pressing concern worldwide. For this reason, Countries and …

Image-based automated 3D crack detection for post-disaster building assessment

MM Torok, M Golparvar-Fard… - Journal of Computing in …, 2014 - ascelibrary.org
Natural disasters all too often place human lives and property at risk. Recovery efforts
following a disaster can be slow and painstaking work, and potentially put responders in …