Object recognition, segmentation, and classification of mobile laser scanning point clouds: A state of the art review

E Che, J Jung, MJ Olsen - Sensors, 2019 - mdpi.com
Mobile Laser Scanning (MLS) is a versatile remote sensing technology based on Light
Detection and Ranging (lidar) technology that has been utilized for a wide range of …

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 …

An enhanced CNN-enabled learning method for promoting ship detection in maritime surveillance system

RW Liu, W Yuan, X Chen, Y Lu - Ocean Engineering, 2021 - Elsevier
The accurate and real-time detection of moving ships has become an essential component
in maritime video surveillance, leading to enhanced traffic safety and security. With the rapid …

Use of mobile LiDAR in road information inventory: A review

H Guan, J Li, S Cao, Y Yu - International Journal of Image and Data …, 2016 - Taylor & Francis
Mobile LiDAR technology is currently one of the attractive topics in the fields of remote
sensing and laser scanning. Mobile LiDAR enables a rapid collection of enormous volumes …

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 …

Computing multiple aggregation levels and contextual features for road facilities recognition using mobile laser scanning data

B Yang, Z Dong, Y Liu, F Liang, Y Wang - ISPRS Journal of …, 2017 - Elsevier
In recent years, updating the inventory of road infrastructures based on field work is labor
intensive, time consuming, and costly. Fortunately, vehicle-based mobile laser scanning …

Extraction of road surface from mobile LiDAR data of complex road environment

M Yadav, AK Singh, B Lohani - International Journal of Remote …, 2017 - Taylor & Francis
ABSTRACT Three-dimensional (3D) data of roadways are frequently used for extraction of
detailed roadway information which is essential for several planning and engineering …

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 …

A branch-trunk-constrained hierarchical clustering method for street trees individual extraction from mobile laser scanning point clouds

J Li, X Cheng, Z Xiao - Measurement, 2022 - Elsevier
The three-dimensional individual expression of street trees in the point cloud of urban road
environments has important applications in many aspects. We propose a branch-trunk …

SigVox–A 3D feature matching algorithm for automatic street object recognition in mobile laser scanning point clouds

J Wang, R Lindenbergh, M Menenti - ISPRS Journal of Photogrammetry …, 2017 - Elsevier
Urban road environments contain a variety of objects including different types of lamp poles
and traffic signs. Its monitoring is traditionally conducted by visual inspection, which is time …