Mobile laser scanned point-clouds for road object detection and extraction: A review

L Ma, Y Li, J Li, C Wang, R Wang, MA Chapman - Remote Sensing, 2018 - mdpi.com
The mobile laser scanning (MLS) technique has attracted considerable attention for
providing high-density, high-accuracy, unstructured, three-dimensional (3D) geo-referenced …

[HTML][HTML] Review of laser scanning technologies and their applications for road and railway infrastructure monitoring

M Soilán, A Sánchez-Rodríguez, P del Río-Barral… - Infrastructures, 2019 - mdpi.com
Improving the resilience of infrastructures is key to reduce their risk vulnerability and mitigate
impact from hazards at different levels (eg, from increasing extreme events, driven by climate …

Automated extraction of road features using LiDAR data: A review of LiDAR applications in transportation

S Gargoum, K El-Basyouny - 2017 4th International …, 2017 - ieeexplore.ieee.org
Mobile Light Detection and Ranging (LiDAR) integrates laser scanning equipment, Global
Positioning Systems, and inertial navigation technologies into one system that can acquire …

Bag-of-visual-phrases and hierarchical deep models for traffic sign detection and recognition in mobile laser scanning data

Y Yu, J Li, C Wen, H Guan, H Luo, C Wang - ISPRS journal of …, 2016 - Elsevier
This paper presents a novel algorithm for detection and recognition of traffic signs in mobile
laser scanning (MLS) data for intelligent transportation-related applications. The traffic sign …

Robust traffic-sign detection and classification using mobile LiDAR data with digital images

H Guan, W Yan, Y Yu, L Zhong… - IEEE Journal of Selected …, 2018 - ieeexplore.ieee.org
This study aims at building a robust method for detecting and classifying traffic signs from
mobile LiDAR point clouds and digital images. First, this method detects traffic signs from …

A literature synthesis of LiDAR applications in transportation: Feature extraction and geometric assessments of highways

SA Gargoum, K El Basyouny - GIScience & Remote Sensing, 2019 - Taylor & Francis
Interest in using Light Detection and Ranging (LiDAR) technology in Transportation
Engineering has grown over the past decade. The high accuracy of LiDAR datasets and the …

Deer crossing road detection with roadside LiDAR sensor

J Chen, H Xu, J Wu, R Yue, C Yuan, L Wang - Ieee Access, 2019 - ieeexplore.ieee.org
Deer crossing roads are a major concern of highway safety in rural and suburban areas in
the United States. This paper provided an innovative approach to detecting deer crossing at …

Virtual assessment of sight distance limitations using LiDAR technology: Automated obstruction detection and classification

SA Gargoum, L Karsten - Automation in Construction, 2021 - Elsevier
The amount of sight distance available to drivers is an extremely critical design element with
significant impacts on the safe operation of highways. If the available sight distance on a …

Automated highway sign extraction using lidar data

S Gargoum, K El-Basyouny… - Transportation …, 2017 - journals.sagepub.com
Traffic signs are integral elements of any transportation network; however, kee** records
of those signs and their condition is a tedious, time-consuming, and labor-intensive process …

Assessing stop** and passing sight distance on highways using mobile LiDAR data

SA Gargoum, K El-Basyouny… - Journal of Computing in …, 2018 - ascelibrary.org
Geometric design guides provide minimum standards that must be met to ensure the safe
and efficient operation of highways. One of the most important elements when designing a …