DASNet: Dual attentive fully convolutional Siamese networks for change detection in high-resolution satellite images

J Chen, Z Yuan, J Peng, L Chen… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Change detection is a basic task of remote sensing image processing. The research
objective is to identify the change information of interest and filter out the irrelevant change …

[HTML][HTML] Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges

D Peng, X Liu, Y Zhang, H Guan, Y Li… - International Journal of …, 2025 - Elsevier
Change detection (CD) aims to compare and analyze images of identical geographic areas
but different dates, whereby revealing spatio-temporal change patterns of Earth's surface …

Remote sensing image change detection transformer network based on dual-feature mixed attention

X Song, Z Hua, J Li - IEEE Transactions on Geoscience and …, 2022 - ieeexplore.ieee.org
Change detection (CD) of high-resolution remote sensing (RS) images is a basic task in RS
image processing tasks. In recent years, CD tasks have made many attempts in pure …

[HTML][HTML] Review of remote sensing change detection in deep learning: bibliometric and analysis

Y Bin, MAO Yin, C **, LIU Jianqiang, C Jie… - … Remote Sensing Bulletin, 2023 - ygxb.ac.cn
Remote sensing change detection can provide information on land surface change, which is
important for studying man-nature interactions and facilitating sustainable development …