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] A review of vision-based pothole detection methods using computer vision and machine learning

Y Safyari, M Mahdianpari, H Shiri - Sensors, 2024 - mdpi.com
Potholes and other road surface damages pose significant risks to vehicles and traffic safety.
The current methods of in situ visual inspection for potholes or cracks are inefficient, costly …

Automatic augmentation and segmentation system for three-dimensional point cloud of pavement potholes by fusion convolution and transformer

J Dong, N Wang, H Fang, H Lu, D Ma, H Hu - Advanced Engineering …, 2024 - Elsevier
The regular three-dimensional (3D) detection of potholes is essential for the assessment of
pavement conditions. However, some problems associated with the segmentation of …

[HTML][HTML] Robust mobile robot navigation in cluttered environments based on hybrid adaptive neuro-fuzzy inference and sensor fusion

MH Haider, Z Wang, AA Khan, H Ali, H Zheng… - Journal of King Saud …, 2022 - Elsevier
Collision-free navigation of mobile robots is a challenging task, especially in unknown
environments, and various studies have been carried out in this regard. However, the …

Autonomous driving perception

R Fan, S Guo, MJ Bocus - Cham, Switzerland: Springer, 2023 - Springer
With the recent advancements in artificial intelligence, there is a growing expectation that
fully autonomous driving vehicles will soon become a reality, leading to significant societal …

Digital transformation for intelligent road condition assessment

S Guo, Y Bai, MJ Bocus, R Fan - Intelligent Systems in Digital …, 2022 - Springer
Recently, governments have been resorting to cutting-edge artificial intelligence
technologies to facilitate the digital transformation of smart cities. Remarkable progress has …

[HTML][HTML] Cost-effective LiDAR for pothole detection and quantification using a low-point-density approach

A Faisal, S Gargoum - Automation in Construction, 2025 - Elsevier
Pothole-induced vehicle damage and accidents have significantly increased recently,
motivating urgent needs for effective detection and maintenance strategies. This paper …

Computer-aided road inspection: Systems and algorithms

R Fan, S Guo, L Wang, M Junaid Bocus - Recent Advances in Computer …, 2023 - Springer
Road damage is an inconvenience and a safety hazard, severely affecting vehicle condition,
driving comfort, and traffic safety. The traditional manual visual road inspection process is …

Review on identify road potholes using image semantic segmentation for advance driver assistant system

N Patel, V Dabhi, R Adhvaryu - AIP Conference Proceedings, 2024 - pubs.aip.org
Road damages are extremely dangerous and unsafe, negatively impacting any type of
vehicle, driving safety, business comfort, and countless other factors. The traditional road …

Road environment perception for safe and comfortable driving

S Guo, Y Jiang, J Li, D Zhou, S Su, MJ Bocus… - Autonomous driving …, 2023 - Springer
With the ongoing evolution of autonomous driving technology, road environment perception
systems have become a significant focus of research. However, there is currently a paucity …