A review of high-definition map creation methods for autonomous driving

Z Bao, S Hossain, H Lang, X Lin - Engineering Applications of Artificial …, 2023 - Elsevier
Autonomous driving has been among the most popular and challenging topics in the past
few years. Among all modules in autonomous driving, High-definition (HD) map has drawn …

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 …

Collaborative and adversarial network for unsupervised domain adaptation

W Zhang, W Ouyang, W Li, D Xu - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
In this paper, we propose a new unsupervised domain adaptation approach called
Collaborative and Adversarial Network (CAN) through domain-collaborative and domain …

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 …

Geometric primitives in LiDAR point clouds: A review

S **a, D Chen, R Wang, J Li… - IEEE Journal of Selected …, 2020 - ieeexplore.ieee.org
To the best of our knowledge, the most recent light detection and ranging (lidar)-based
surveys have been focused only on specific applications such as reconstruction and …

High-definition map generation technologies for autonomous driving

Z Bao, S Hossain, H Lang, X Lin - arxiv preprint arxiv:2206.05400, 2022 - arxiv.org
Autonomous driving has been among the most popular and challenging topics in the past
few years. On the road to achieving full autonomy, researchers have utilized various …

A novel binary shape context for 3D local surface description

Z Dong, B Yang, Y Liu, F Liang, B Li, Y Zang - ISPRS Journal of …, 2017 - Elsevier
Abstract 3D local surface description is now at the core of many computer vision
technologies, such as 3D object recognition, intelligent driving, and 3D model …

[HTML][HTML] Positioning and perception in LIDAR point clouds

C Benedek, A Majdik, B Nagy, Z Rozsa… - Digital Signal …, 2021 - Elsevier
In the last decade, Light Detection and Ranging (LIDAR) became a leading technology of
detailed and reliable 3D environment perception. This paper gives an overview of the wide …

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 …

[HTML][HTML] Point cloud registration and change detection in urban environment using an onboard Lidar sensor and MLS reference data

Ö Zováthi, B Nagy, C Benedek - … Journal of Applied Earth Observation and …, 2022 - Elsevier
This paper presents a new method for urban scene analysis, which comprises 3D point
cloud registration and change detection through fusing Lidar point clouds with significantly …