Deep transfer learning for 3d point cloud understanding: A comprehensive survey

SS Sohail, Y Himeur, A Amira, F Fadli… - Available at SSRN … - papers.ssrn.com
Abstract 3D point cloud (3DPC) has significantly evolved and benefited from the advance of
deep learning. However, the latter faces various issues, including the lack of data or …

Virtual‐real‐fusion simulation framework for evaluating and optimizing small‐spatial‐scale placement of cooperative roadside sensing units

Y Ma, YB Zheng, SY Wang, YD Wong… - Computer‐Aided Civil …, 2024 - Wiley Online Library
Roadside sensing units'(RSUs) perception capability may be substantially impaired by
occlusion issue even they work cooperatively. However, the joint influence of static and …

Sight Distance of Automated Vehicles Considering Highway Vertical Alignments and Its Implications for Speed Limits

S Wang, Y Ma, SM Easa, H Zhou… - IEEE Intelligent …, 2023 - ieeexplore.ieee.org
Most existing road infrastructures were constructed before the emergence of automated
vehicles (AVs) without considering their operational needs. Whether and how AVs could …

A Joint Optimization of Beam Distribution and Deployment for Roadside LiDAR Systems to Maximize Vehicle Perception

Y He, P Cao, D Suo, X Liu - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
The perception system based on roadside LiDAR is an important component for
autonomous driving. However, previous studies optimizing the deployment configuration of …

[PDF][PDF] Utilizing Unmanned Aerial Vehicles (UAVs) for Earthwork Fill Height Determination in Road Construction.

S Chonpatathip, W Suanpaga… - International Journal of …, 2023 - journals.sfu.ca
Unmanned aerial vehicle (UAV) was utilized to determine fill height of earthwork
construction project along a local road kilometer 16+ 675 to kilometer 17+ 275 in …

[PDF][PDF] Earthwork Volume Measurement in Road Construction Using Unmanned Aerial Vehicle (UAV).

S Chonpatathip, W Suanpaga… - International Journal of …, 2023 - journals.sfu.ca
This study utilized an Unmanned Aerial Vehicle (UAV) to estimate earthwork volumes in a
road construction project spanning from kilometer 6+ 675 to kilometer 17+ 275 within the …

Assessment of Road Infrastructure Design for Autonomous Vehicles using LiDAR Data

MKG Abdelkader - 2024 - era.library.ualberta.ca
Despite recent advances in automotive research, a fully autonomous system operating in
open, unconstrained road environments has not yet been realized. Recently, several types …

Modeling Solid-State LiDAR Sensor for Optimization of Area Coverage Deployment

F Farzadpour, T Zhang, X Chen - 2023 IEEE/ASME …, 2023 - ieeexplore.ieee.org
This paper presents a comprehensive modeling technique for optimization of solid-state
LiDAR sensor deployment. In particular, a performance measure is developed with physical …

Research on Automotive LiDAR Performance Based on Simulated Filtering Algorithm

J Liu, D Wu, R Dou - 2024 IEEE 4th International Conference …, 2024 - ieeexplore.ieee.org
As an important part of the perception level of autonomous driving, point cloud data of
automotive LiDAR is the key to performance testing. Due to the fact that the angle of …