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 …

Single-vehicle crashes along rural mountainous highways in Malaysia: An application of random parameters negative binomial model

R Rusli, MM Haque, M King, WS Voon - Accident Analysis & Prevention, 2017 - Elsevier
Mountainous highways generally associate with complex driving environment because of
constrained road geometries, limited cross-section elements, inappropriate roadside …

Integrating segmentation and parameter estimation for recreating vertical alignments

Z Song, F Yang, P Schonfeld, H Liu… - Computer‐Aided Civil …, 2021 - Wiley Online Library
A major problem of vertical alignment recreation is to automatically attribute the measured
points to geometric elements (ie, grades and vertical curves) and to efficiently recreate the …

Network-level crash risk analysis using large-scale geometry features

S Qiu, H Ge, Z Li, Z Gao, C Ai - Accident Analysis & Prevention, 2024 - Elsevier
Road traffic crashes are common occurrences that create substantial losses and hazards to
society. A complex interaction of components, including drivers, vehicles, roads, and the …

Crash proximity and equivalent property damage calculation techniques: An investigation using a novel horizontal curve dataset

A Ryan, C Ai, C Fitzpatrick, M Knodler - Accident Analysis & Prevention, 2022 - Elsevier
Despite the numerous breakthroughs in crash analytics, there remains a lack of consensus
among safety practitioners as to the optimal method for locating high crash locations. Two …

Automated extraction of horizontal curve attributes using LiDAR data

S Gargoum, K El-Basyouny… - Transportation Research …, 2018 - journals.sagepub.com
Horizontal curves are designed to provide a safe and smooth transition between straight
segments on a highway network. Although curves are often designed to meet very stringent …

Two algorithms for reconstructing vertical alignments exploring the neural dynamics model of Adeli and Park

Z Song, J Chen, PM Schonfeld… - Computer‐Aided Civil and …, 2024 - Wiley Online Library
Vertical alignment reconstruction obtains alignment parameters by fitting geometric
components to a set of measured points representing the profile of an existing road or …

Modeling crash risk of horizontal curves using large-scale auto-extracted roadway geometry data

Q Ma, H Yang, Z Wang, K ** systems and spatial data collection strategies assessment in the identification of horizontal alignment of highways
G Marinelli, M Bassani, M Piras, AM Lingua - Transportation Research Part …, 2017 - Elsevier
The horizontal alignment of existing highways may be identified by using several terrestrial
or aerial geomatics technologies. Such technologies involve different levels of precision and …