Machine learning techniques for pavement condition evaluation

N Sholevar, A Golroo, SR Esfahani - Automation in Construction, 2022 - Elsevier
Pavement management systems play a significant role in country's economy since road
authorities are concerned about preserving their priceless road assets for a longer time to …

A review of UAV integration in forensic civil engineering: From sensor technologies to geotechnical, structural and water infrastructure applications

SY Kim, DY Kwon, A Jang, YK Ju, JS Lee, S Hong - Measurement, 2024 - Elsevier
Unmanned aerial vehicles (UAVs) mounted with remote sensors have been widely used in
architectural, civil, and environmental engineering fields. In particular, UAVs are applied for …

Automated pixel-level pavement distress detection based on stereo vision and deep learning

J Guan, X Yang, L Ding, X Cheng, VCS Lee… - Automation in …, 2021 - Elsevier
Automated pavement distress detection based on 2D images is facing various challenges.
To efficiently complete the crack and pothole segmentation in a practical environment, an …

An approach for the automated extraction of road surface distress from a UAV-derived point cloud

S Biçici, M Zeybek - Automation in Construction, 2021 - Elsevier
The condition of the road surface should be inspected to increase the service life of the road
and to ensure safety and comfort. This study aims to automatically detect and measure road …

Use of UAV-based photogrammetry products for semi-automatic detection and classification of asphalt road damage in landslide-affected areas

N Nappo, O Mavrouli, F Nex, C van Westen… - Engineering …, 2021 - Elsevier
Transportation networks are severely affected by natural hazards, including landslides. The
prioritization of maintenance works is required to preserve the efficiency and functionality of …

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 …

Comparative use of PPK-integrated close-range terrestrial photogrammetry and a handheld mobile laser scanner in the measurement of forest road surface …

R Eker - Measurement, 2023 - Elsevier
This study aimed to compare a handheld mobile laser scanning (HMLS), called TORCH that
uses the SLAM algorithm, and a PPK-integrated close-range terrestrial photogrammetry …

Full field-of-view pavement stereo reconstruction under dynamic traffic conditions: Incorporating height-adaptive vehicle detection and multi-view occlusion …

J Guan, X Yang, VCS Lee, W Liu, Y Li, L Ding… - Automation in …, 2022 - Elsevier
Abstract Three-dimensional (3D) surface information is becoming the data of choice for
pavement inspection and maintenance. Pavement digital reconstruction still faces various …

[HTML][HTML] One-stage 3D profile-based pavement crack detection and quantification

Z Pan, J Guan, X Yang, K Fan, JCH Ong, N Guo… - Automation in …, 2023 - Elsevier
To improve the robustness and efficiency of pavement crack inspection tasks, a one-stage
pavement crack detection and quantification method is proposed to directly extract crack …

Using UAV based 3D modelling to provide smart monitoring of road pavement conditions

R Roberts, L Inzerillo, G Di Mino - Information, 2020 - mdpi.com
Road pavements need adequate maintenance to ensure that their conditions are kept in a
good state throughout their lifespans. For this to be possible, authorities need efficient and …