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https://github.com/ggsDing/Bi-SRNet

Last synced: about 2 months ago
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Host: GitHub
URL: https://github.com/ggsDing/Bi-SRNet
Owner: ggsDing
Created: 2021-07-22T12:40:14.000Z (about 3 years ago)
Default Branch: main
Last Pushed: 2022-12-14T02:34:47.000Z (almost 2 years ago)
Last Synced: 2024-07-23T03:39:17.603Z (about 2 months ago)
Language: Python
Size: 1.92 MB
Stars: 67
Watchers: 2
Forks: 12
Open Issues: 18
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

awesome-remote-sensing-change-detection - Ding L, Guo H, Liu S, et al. Bi-temporal semantic reasoning for the semantic change detection in HR remote sensing images

README

        # Bi-SRNet

Pytorch codes of 'Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images' [[paper]](https://ieeexplore.ieee.org/document/9721305)











**Data preparation:**

1. Split the SCD data into training, validation and testing (if available) set and organize them as follows:

>YOUR_DATA_DIR

>  - Train

>    - im1

>    - im2

>    - label1

>    - label2

>  - Val

>    - im1

>    - im2

>    - label1

>    - label2

>  - Test

>    - im1

>    - im2

>    - label1

>    - label2

    

2. Find *-datasets -RS_ST.py*, set the data root in *Line 22* as *YOUR_DATA_DIR*

**Reference**

If you find our work useful or interesting, please consider to cite:

> Ding L, Guo H, Liu S, et al. Bi-temporal semantic reasoning for the semantic change detection in hr remote sensing images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022.