Event-based Blurry Frame Interpolation under Blind Exposure

Official implementation of the following paper:

Event-based Blurry Frame Interpolation under Blind Exposure by Wenming Weng, Yueyi Zhang, Zhiwei Xiong. In CVPR 2023.

Dataset

Please follow the instructions from directory generate_dataset to generate the synthetic dataset. Our collected real-world dataset RealBlur-DAVIS can be downloaded from this site with password: 64l7.

Pretrained model

The pretrained model will be released in this site with password: uvon.

Training and Inference

Please check the file scripts\train_ours.sh and scripts\infer_ours.sh for training and inference.

Citation

If you find this work helpful, please consider citing our paper.

@InProceedings{Weng_2023_CVPR,
    author    = {Weng, Wenming and Zhang, Yueyi and Xiong, Zhiwei},
    title     = {Event-based Blurry Frame Interpolation under Blind Exposure},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
 (CVPR)},
    year      = {2023},
}

Contact

If you have any problem about the released code, please do not hesitate to contact me with email ([email protected]).