Computer vision for road imaging and pothole detection: a state-of-the-art review of systems and algorithms
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 …
for over two decades. Nonetheless, there is a lack of systematic survey articles on state-of …
[HTML][HTML] A novel road maintenance prioritisation system based on computer vision and crowdsourced reporting
The maintenance of critical infrastructure is a costly necessity that developing countries often
struggle to deliver timely repairs. The transport system acts as the arteries of any economy in …
struggle to deliver timely repairs. The transport system acts as the arteries of any economy in …
[HTML][HTML] Implementation of pavement defect detection system on edge computing platform
Road surfaces in Taiwan, as well as other developed countries, often experience structural
failures, such as patches, bumps, longitudinal and lateral cracking, and potholes, which …
failures, such as patches, bumps, longitudinal and lateral cracking, and potholes, which …
Spatiotemporal kernel density clustering for wide area near Real-Time pothole detection
Identifying and fixing roadway potholes promptly can improve roadway safety and decrease
vehicular damage, which is essential in transportation infrastructure management …
vehicular damage, which is essential in transportation infrastructure management …
A review of vision based methods for pothole detection and road profile analysis
This paper is an overview of the development and application of Computer Vision for the
detection of pothole, pavement distress and road profile analysis and categorisation. A brief …
detection of pothole, pavement distress and road profile analysis and categorisation. A brief …
[HTML][HTML] Automatic recognition of road damage based on lightweight attentional convolutional neural network
An efficient road damage detection system can reduce the risk of road defects to motorists
and road maintenance costs to traffic management authorities, for which a lightweight end-to …
and road maintenance costs to traffic management authorities, for which a lightweight end-to …
[HTML][HTML] A road defect detection system using smartphones
G Kim, S Kim - Sensors, 2024 - mdpi.com
We propose a novel approach to detecting road defects by leveraging smartphones. This
approach presents an automatic data collection mechanism and a deep learning model for …
approach presents an automatic data collection mechanism and a deep learning model for …
Road Pothole Detection Based on Crowdsourced Data and Extended Mask R-CNN
L Li, J Liu, J Xing, Z Liu, K Lin… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Road pothole detection is significant for road maintenance which has been widely solved
based on computer vision models in recent years. However, the accuracy of the pothole …
based on computer vision models in recent years. However, the accuracy of the pothole …
Vietnamese character recognition based on CNN model with reduced character classes
This article will detail the steps to build and train the convolutional neural network (CNN)
model for Vietnamese character recognition in educational books. Based on this model, a …
model for Vietnamese character recognition in educational books. Based on this model, a …
Segmentation of potholes from road images
SR Atluri, VSS Bandi, S Chunchu… - … on Smart Systems …, 2022 - ieeexplore.ieee.org
Artificial Intelligence solves many specific problems and is the future. One of its applications
is object detection. Many earlier studies proved that object detection assists and improves …
is object detection. Many earlier studies proved that object detection assists and improves …