[HTML][HTML] Change detection of urban objects using 3D point clouds: A review

U Stilla, Y Xu - ISPRS Journal of Photogrammetry and Remote …, 2023 - Elsevier
Over recent decades, 3D point clouds have been a popular data source applied in automatic
change detection in a wide variety of applications. Compared with 2D images, using 3D …

[HTML][HTML] A review of laser scanning for geological and geotechnical applications in underground mining

SK Singh, BP Banerjee, S Raval - International Journal of Mining Science …, 2023 - Elsevier
Laser scanning can provide timely assessments of mine sites despite adverse challenges in
the operational environment. Although there are several published articles on laser …

[HTML][HTML] 3D urban object change detection from aerial and terrestrial point clouds: A review

W Xiao, H Cao, M Tang, Z Zhang, N Chen - International Journal of Applied …, 2023 - Elsevier
Change detection has been increasingly studied in remote and close-range sensing in the
last decades, driven by its importance in environment monitoring and database updating …

[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 …

ChangeGAN: A deep network for change detection in coarsely registered point clouds

B Nagy, L Kovács, C Benedek - IEEE Robotics and Automation …, 2021 - ieeexplore.ieee.org
In this letter we introduce a novel change detection approach called ChangeGAN for
coarsely registered point clouds in complex street-level urban environment. Our generative …

CAOM: Change-aware online 3D mapping with heterogeneous multi-beam and push-broom LiDAR point clouds

Y Cong, C Chen, B Yang, F Liang, R Ma… - ISPRS Journal of …, 2023 - Elsevier
Abstract A High-Definition (HD) map is an essential component not only for autonomous
vehicles but also for surveyors in favor of city management. Moreover, the HD map must be …

Removing non-static objects from 3D laser scan data

J Schauer, A Nüchter - ISPRS Journal of Photogrammetry and Remote …, 2018 - Elsevier
For the purpose of visualization and further post-processing of 3D point cloud data, it is often
desirable to remove moving objects from a given data set. Common examples for these …

PGN3DCD: Prior-Knowledge-Guided Network for Urban 3D Point Cloud Change Detection

W Zhan, R Cheng, J Chen - IEEE Transactions on Geoscience …, 2024 - ieeexplore.ieee.org
Efficient and intelligent 3-D change detection is a fundamental problem in urban data
updating, management, and planning. However, this paradigm faces some challenges: 1) …

Exploitation of dense MLS city maps for 3D object detection

Ö Zováthi, B Nagy, C Benedek - International Conference on Image …, 2020 - Springer
In this paper we propose a novel method for the exploitation of High Density Localization
(HDL) maps obtained by Mobile Laser Scanning in order to increase the performance of …

Study and evaluation of correlation techniques for automotive sensor data

M POZZEBON - thesis.unipd.it
Fully autonomous driving systems are equipped with sensors able to guarantee fast
detection and recognition of sensitive objects in the environment. However, the resulting …