Search Results for author: Sheng Fang

Found 3 papers, 3 papers with code

Changer: Feature Interaction is What You Need for Change Detection

1 code implementation17 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".

Building change detection for remote sensing images Change Detection +1

Salient Positions based Attention Network for Image Classification

1 code implementation9 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.

Classification Image Classification

Siamese NestedUNet Networks for Change Detection of High Resolution Satellite Image

1 code implementation27 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

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