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[ICCV 2023] Snow Removal in Video: A New Dataset and A Novel Method

Home Page: https://haoyuchen.com/VideoDesnowing

Python 100.00%

desnowing image-restoration video-processing video-restoration video-desnowing

videodesnowing's Introduction

Snow Removal in Video: A New Dataset and A Novel Method

Haoyu Chen, Jingjing Ren, Jinjin Gu, Hongtao Wu, Xuequan Lu, Haoming Cai, Lei Zhu

[pdf] [supp] [homepage]

The code will be released really really soon.

[Video Desnowing Dataset]

Dataset Download Link

[Visual Results Download]

Visual Results: Google Drive

@InProceedings{Chen_2023_ICCV,
    author    = {Chen, Haoyu and Ren, Jingjing and Gu, Jinjin and Wu, Hongtao and Lu, Xuequan and Cai, Haoming and Zhu, Lei},
    title     = {Snow Removal in Video: A New Dataset and A Novel Method},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month     = {October},
    year      = {2023},
    pages     = {13211-13222}
}

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videodesnowing's Issues

About the code.

Hi, Thanks for your impressive work. The cvpr 2024 ddl is over, when will you update the code.

Code Issue

Hi author, I would greatly appreciate it if the code could be provided for reference!

about dataset

Very interesting work and thanks for sharing. I have a few questions about the dataset creation. Did you use a plugin or a built-in generator to create the snow and fog in the dataset? I think the effects you generated are very good. If it is a plugin, can you tell me the name of the plugin? Thank you.

dataset issue

Thx for sharing! There is an issue of non-correspondence in the first few frames of training dataset, a double check should be conducted.

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