Siamese Meets Diffusion Network: SMDNet for Enhanced Change Detection in High-Resolution RS Imagery

J Jia, G Lee, Z Wang, L Zhi, Y He - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
In recent years, the application of deep learning to change detection (CD) has significantly
progressed in remote sensing images. CD tasks have mostly used architectures, such as …

An Object-Oriented Semi-Supervised Land-Use/Land-Cover Change Detection Method Based on Siamese Autoencoder Graph Attention Network

Y Wu, Z Xie, Z Ma, M Chen, F Zhang… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Change detection via remote sensing data is a popular method for monitoring land
cover/land use. Graph attention (GAT) network is a method that can improve the change …