1 code implementation • 22 Jul 2024 • Kaiyu Li, Jiawei Jiang, Andrea Codegoni, Chengxi Han, Yupeng Deng, Keyan Chen, Zhuo Zheng, Hao Chen, Zhengxia Zou, Zhenwei Shi, Sheng Fang, Deyu Meng, Zhi Wang, Xiangyong Cao
We present Open-CD, a change detection toolbox that contains a rich set of change detection methods as well as related components and modules.
1 code implementation • 17 Sep 2022 • Sheng Fang, Kaiyu Li, Zhe Li
To verify the effectiveness of MetaChanger, we propose two derived models, ChangerAD and ChangerEx with simple interaction strategies: Aggregation-Distribution (AD) and "exchange".
Ranked #3 on Change Detection on LEVIR-CD
Building change detection for remote sensing images Change Detection +1
1 code implementation • 9 Jun 2021 • Sheng Fang, Kaiyu Li, Zhe Li
Aimed at both questions this paper proposes the salient positions-based attention scheme SPANet, which is inspired by some interesting observations on the attention maps and affinity matrices generated in self-attention scheme.
1 code implementation • 27 Oct 2020 • Kaiyu Li, Zhe Li, Sheng Fang
In this paper, we improve the semantic segmentation network UNet++ and propose a fully convolutional siamese network (Siam-NestedUNet) for change detection.
Change Detection Change detection for remote sensing images +2