[HTML][HTML] Automatically detect crosswalks from satellite view images–A deep learning approach with ground truth verification

J Luttrell IV, Y Zhang, C Zhang - International Journal of Transportation …, 2024 - Elsevier
Like roadway information is to motor vehicle safety, pedestrian facility information (eg,
sidewalk presence) is crucial towards improving the safety of these vulnerable road users …

U-Net based road area guidance for crosswalks detection from remote sensing images

Z Chen, R Luo, J Li, J Du, C Wang - Canadian Journal of Remote …, 2021 - Taylor & Francis
Due to the wide distribution of crosswalks over the road nets, the finding of impaired
crosswalk marks is usually long-time delayed, which may put crosswalk pedestrians into …

[HTML][HTML] How to detect occluded crosswalks in overview images? Comparing three methods in a heavily occluded area

Y Zhang, J Luttrell IV, C Zhang - International Journal of Transportation …, 2024 - Elsevier
Crosswalk presence data is crucial for pedestrian safety and urban planning. However,
obtaining such data at a large scale is often challenging due to the high cost associated with …

A crosswalk stripe detection model based on gradient similarity tags

H Liu, M Lu - 2022 7th International Conference on Image …, 2022 - ieeexplore.ieee.org
Crosswalk detection is a significant component of intelligent driving systems. Recent deep
learning models fail to detect crosswalk's accurate shape. Traditional image processing …

Crosswalk Detection from Satellite Imagery for Pedestrian Network Completion

R Verma, SV Ukkusuri - Transportation Research Record, 2023 - journals.sagepub.com
Pedestrian network creation and completion for various tasks in transportation planning
engineering generally requires laborious manual labeling of sidewalks and crosswalks. In …

Robust Crosswalk Detection Using Deep Learning Approach

TD Trinh, TP Nguyen, TND Le, N Van Nguyen… - Proceedings of the …, 2022 - Springer
The driving assistance system is going to be true shortly. Therefore, developing a robust sub-
component system, such as crosswalk detection, is necessary to support the drivers and …

Automatic Detection of Pavement Marking Defects in Road Inspection Images Using Deep Learning

Y Sun, H Tang, H Zhang - Journal of Performance of Constructed …, 2024 - ascelibrary.org
Pavement markings serve to convey information to drivers, regulate driving behavior, and
effectively mitigate traffic congestion and reduce accidents. Nonetheless, due to traffic …

[HTML][HTML] Automatic concrete sidewalk deficiency detection and mapping with deep learning

Y Jiang, S Han, D Li, Y Bai, M Wang - Expert Systems with Applications, 2022 - Elsevier
Vertical displacement is a common concrete slab sidewalk deficiency, which may cause trip
hazards and reduce wheelchair accessibility. This paper presents an automatic approach for …

Anomaly detection in pedestrian walkways for intelligent transportation system using federated learning and Harris hawks optimizer on remote sensing images

MA Alohali, M Aljebreen, N Nemri, R Allafi… - Remote Sensing, 2023 - mdpi.com
Anomaly detection in pedestrian walkways is a vital research area that uses remote sensing,
which helps to optimize pedestrian traffic and enhance flow to improve pedestrian safety in …

Crosswalk localization from low resolution satellite images to assist visually impaired people

MC Ghilardi, JCS Jacques… - IEEE computer graphics …, 2016 - ieeexplore.ieee.org
In this article, we propose a model for crosswalk detection and localization by using satellite
images captured from Google Maps, for the purpose of assisting visually impaired people …