Toward Real-World Light Field Super-Resolution

Zeyu Xiao, Ruisheng Gao, Yutong Liu, Yueyi Zhang, and Zhiwei Xiong. Toward Real-World Light Field Super-Resolution. In CVPRW 2023.

Dependencies

• This repository is based on SAV_conv

The LytroZoom dataset, pretrained models, and reconstruction results

• link：BaiduDisk password：lfsr

Train the model

python OProjNet1_train_x2_LZ_P.py
python OProjNet1_train_x2_LZ_O.py

Test the model

python OProjNet1_inference_LytroZoom_x2_P.py
python OProjNet1_inference_LytroZoom_x2_O.py

Citation

@InProceedings{Xiao_2023_toward,
    author    = {Xiao, Zeyu and Gao, Ruisheng and Liu, Yutong and Zhang, Yueyi and Xiong, Zhiwei},
    title     = {Toward Real-World Light Field Super-Resolution},
    booktitle = {CVPRW},
    year      = {2023},
}

@InProceedings{Xiao_2023_cutmib,
    author    = {Xiao, Zeyu and Liu, Yutong and Gao, Ruisheng and Xiong, Zhiwei},
    title     = {CutMIB: Boosting Light Field Super-Resolution via Multi-View Image Blending},
    booktitle = {CVPR},
    year      = {2023},
}

Contact

Any question regarding this work can be addressed to zeyuxiao1997@163.com or zeyuxiao@mail.ustc.edu.cn.