Search Results for author: Sheng Fang

Found 4 papers, 4 papers with code

Open-CD: A Comprehensive Toolbox for Change Detection

1 code implementation22 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.

Benchmarking Change Detection

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

Cannot find the paper you are looking for? You can Submit a new open access paper.