[HTML][HTML] 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 …

Bipartite graph attention autoencoders for unsupervised change detection using VHR remote sensing images

M Jia, C Zhang, Z Zhao, L Wang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Detecting land cover change is an essential task in very-high-spatial-resolution (VHR)
remote sensing applications. However, because VHR images can capture the details of …

[HTML][HTML] Hypergraph Representation Learning for Remote Sensing Image Change Detection

Z Cui, Y Zu, Y Duan, X Tao - Remote Sensing, 2024 - mdpi.com
To address the challenges of change detection tasks, including the scarcity and dispersion
of labeled samples, the difficulty in efficiently extracting features from unstructured image …

Multiconstraint transformer-based automatic building extraction from high-resolution remote sensing images

W Yuan, W Ran, X Shi… - IEEE Journal of Selected …, 2023 - ieeexplore.ieee.org
Building extraction from very high-resolution remote sensing images is a fundamental task
and is widely used in applications, such as change detection, disaster assessment, and real …

[HTML][HTML] Node Classification Method Based on Hierarchical Hypergraph Neural Network

F Xu, W **ong, Z Fan, L Sun - Sensors (Basel, Switzerland), 2024 - pmc.ncbi.nlm.nih.gov
Hypergraph neural networks have gained widespread attention due to their effectiveness in
handling graph-structured data with complex relationships and multi-dimensional …

Optimization of Corner Detection Algorithm for Video Stream Based on FAST

Y Wang, J Wang, H Lv, Y Li… - … Conference on Electronic …, 2021 - ieeexplore.ieee.org
For the FAST algorithm commonly used in corner detection of video stream, there are
problems of image edge missing and corner redundancy. This paper proposes a constant …