| --- |
| license: mit |
| tags: |
| - change-detection |
| - image-registration |
| - optical-flow |
| - diffusion-features |
| - remote-sensing |
| library_name: pytorch |
| pipeline_tag: image-segmentation |
| --- |
| |
| # DiffRegCD — Pretrained Weights |
|
|
| Pretrained checkpoints for **DiffRegCD: Integrated Registration and Change Detection with |
| Diffusion Features** (WACV 2026). |
|
|
| - 📄 Paper: https://arxiv.org/abs/2511.07935 |
| - 💻 Code: https://github.com/Anita-Madani/DiffRegCD-Integrated-Registration-and-Change-Detection-with-Diffusion-Features |
|
|
| ## Files |
|
|
| | File | Description | |
| |------|-------------| |
| | `I200000_E3_gen.pth` | Frozen DDPM backbone (diffusion feature extractor, shared by all datasets) | |
| | `levir/best_reg_model_gen.pth`, `levir/best_cd_model_gen.pth` | LEVIR-CD registration + change heads | |
| | `dsifn/…` | DSIFN-CD registration + change heads | |
| | `whu/…` | WHU-CD registration + change heads | |
| | `sysu/…` | SYSU-CD registration + change heads | |
| | `vl_cmu_cd/…` | VL-CMU-CD registration + change heads | |
|
|
| ## Usage |
|
|
| ```bash |
| git clone https://github.com/Anita-Madani/DiffRegCD-Integrated-Registration-and-Change-Detection-with-Diffusion-Features.git |
| cd DiffRegCD-* |
| pip install -U huggingface_hub |
| bash scripts/download_weights.sh # pulls everything here into ./checkpoints/ |
| python main.py -c config/levir_test.json -p test |
| ``` |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{madani2025diffregcd, |
| title = {DiffRegCD: Integrated Registration and Change Detection with Diffusion Features}, |
| author = {Madani, Seyedehanita and Chellappa, Rama and Patel, Vishal M.}, |
| journal = {arXiv preprint arXiv:2511.07935}, |
| year = {2025} |
| } |
| ``` |
|
|
