Linking points with labels in 3D: A review of point cloud semantic segmentation

Y Xie, J Tian, XX Zhu - IEEE Geoscience and remote sensing …, 2020 - ieeexplore.ieee.org
Ripe with possibilities offered by deep-learning techniques and useful in applications
related to remote sensing, computer vision, and robotics, 3D point cloud semantic …

Review of studies on tree species classification from remotely sensed data

FE Fassnacht, H Latifi, K Stereńczak… - Remote sensing of …, 2016 - Elsevier
Spatially explicit information on tree species composition of managed and natural forests,
plantations and urban vegetation provides valuable information for nature conservationists …

A classification-segmentation framework for the detection of individual trees in dense MMS point cloud data acquired in urban areas

M Weinmann, M Weinmann, C Mallet, M Brédif - Remote Sensing, 2017 - mdpi.com
In this paper, we present a novel framework for detecting individual trees in densely
sampled 3D point cloud data acquired in urban areas. Given a 3D point cloud, the objective …

Interferometric synthetic aperture radar statistical inference in deformation measurement and geophysical inversion: a review

C Wang, L Chang, XS Wang, B Zhang… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
With the rapid advancements in synthetic aperture radar (SAR) satellites and associated
processing algorithms over recent decades, interferometric SAR (InSAR) has emerged as a …

An application of persistent scatterer interferometry (PSI) technique for infrastructure monitoring

PJV D'Aranno, A Di Benedetto, M Fiani, M Marsella… - Remote Sensing, 2021 - mdpi.com
In the absence of systematic structural monitoring to support adequate maintenance
standards, many existing infrastructures may reach unacceptable quality levels during their …

A novel approach for retrieving tree leaf area from ground-based LiDAR

T Yun, F An, W Li, Y Sun, L Cao, L Xue - Remote Sensing, 2016 - mdpi.com
Leaf area is an important plant canopy structure parameter with important ecological
significance. Light detection and ranging technology (LiDAR) with the application of a …

[HTML][HTML] Monitoring of forest structure dynamics by means of L-band SAR tomography

V Cazcarra-Bes, M Tello-Alonso, R Fischer, M Heym… - Remote Sensing, 2017 - mdpi.com
Synthetic Aperture Radar Tomography (TomoSAR) allows the reconstruction of the 3D
reflectivity of natural volume scatterers such as forests, thus providing an opportunity to infer …

[HTML][HTML] Snow profile reconstruction from tomographic UAV SAR

H Qiao, P Zhang, Z Li, L Huang, C Zhao, S Gao… - International Journal of …, 2023 - Elsevier
Snow profiles can provide reliable and detailed snow parameters for global change
research, but it is still challenging to reconstruct large-scale spatiotemporally continuous …

[PDF][PDF] 机载多维度SAR 航空观测系统实验初步进展

周良将, 汪丙南, 王亚超, 朱勇涛, 焦泽坤, 宋晨… - 电子与信息学报, 2023 - jeit.ac.cn
随着合成孔径雷达(SAR) 技术的发展, 从极化, 频率, 角度和时相等多个维度空间联合观测成为
SAR 发展的重要趋势, 但维度联合观测的系统与实验少有报道. 该文概要介绍了机载多维度SAR …

Change detection of urban trees in MLS point clouds using occupancy grids

PR Hirt, Y Xu, L Hoegner, U Stilla - PFG–Journal of Photogrammetry …, 2021 - Springer
Trees play an important role in the complex system of urban environments. Their benefits to
environment and health are manifold. Yet, especially near streets, the traffic can be impaired …