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