Unmanned aerial vehicle for remote sensing applications—A review

H Yao, R Qin, X Chen - Remote Sensing, 2019 - mdpi.com
The unmanned aerial vehicle (UAV) sensors and platforms nowadays are being used in
almost every application (eg, agriculture, forestry, and mining) that needs observed …

[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 …

SemiCDNet: A semisupervised convolutional neural network for change detection in high resolution remote-sensing images

D Peng, L Bruzzone, Y Zhang, H Guan… - … on Geoscience and …, 2020 - ieeexplore.ieee.org
Change detection (CD) is one of the main applications of remote sensing. With the
increasing popularity of deep learning, most recent developments of CD methods have …

Building instance change detection from large-scale aerial images using convolutional neural networks and simulated samples

S Ji, Y Shen, M Lu, Y Zhang - Remote Sensing, 2019 - mdpi.com
We present a novel convolutional neural network (CNN)-based change detection framework
for locating changed building instances as well as changed building pixels from very high …

A survey of mobile laser scanning applications and key techniques over urban areas

Y Wang, Q Chen, Q Zhu, L Liu, C Li, D Zheng - Remote Sensing, 2019 - mdpi.com
Urban planning and management need accurate three-dimensional (3D) data such as light
detection and ranging (LiDAR) point clouds. The mobile laser scanning (MLS) data, with up …

Semantics-aided 3D change detection on construction sites using UAV-based photogrammetric point clouds

R Huang, Y Xu, L Hoegner, U Stilla - Automation in Construction, 2022 - Elsevier
As the key to the construction progress monitoring, methods and strategies for change
detection using 3D point clouds from various sources have been investigated for years …

[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 …

Three dimensional change detection using point clouds: A review

A Kharroubi, F Poux, Z Ballouch, R Hajji, R Billen - Geomatics, 2022 - mdpi.com
Change detection is an important step for the characterization of object dynamics at the
earth's surface. In multi-temporal point clouds, the main challenge is to detect true changes …

Detecting building changes between airborne laser scanning and photogrammetric data

Z Zhang, G Vosselman, M Gerke, C Persello, D Tuia… - Remote sensing, 2019 - mdpi.com
Detecting topographic changes in an urban environment and keeping city-level point clouds
up-to-date are important tasks for urban planning and monitoring. In practice, remote …

Change detection between multimodal remote sensing data using Siamese CNN

Z Zhang, G Vosselman, M Gerke, D Tuia… - arXiv preprint arXiv …, 2018 - arxiv.org
Detecting topographic changes in the urban environment has always been an important task
for urban planning and monitoring. In practice, remote sensing data are often available in …