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Mobile Intelligent Photography and Imaging Challenge (MIPI) 2022

Dataset and Code for MIPI 2022 Challenge in ECCV 2022. [Workshop Webpage]

<p align="center"> <img src="assets/mipi-webpage.png" width="800"> </p>

Challenge Tracks

All data and baseline code are hosted on Google Drive: (TBD)

TrackDatasetCodeReportDescription
RGB+ToF Depth CompletionlinklinklinkUses sparse, noisy ToF depth measurements with RGB images to obtain a complete depth map.
Quad Joint Remosaic and DenoiselinklinklinkConverts Quad-Bayer RAW data into Bayer format so that it can be processed with standard ISPs.
RGBW Joint Remosaic and DenoiselinklinklinkConverts RGBW RAW data into Bayer format so that it can be processed with standard ISPs.
RGBW Joint Fusion and DenoiselinklinklinkFuses Bayer data and a monochrome channel data into Bayer format to increase SNR and spatial resolution.
Under-display Camera Image RestorationlinklinklinkImproves the visual quality of image captured by a new imaging system equipped under-display camera.

Terms and Conditions

Please check the terms and conditions of MIPI for further rules for using the datasets and codes.

Citation

If you find our dataset and code are useful for your research, please consider citing our reports:

@InProceedings{sun2022mipidc,
    title = {MIPI 2022 Challenge on RGB+ ToF Depth Completion: Dataset and Report},
    author = {Sun, Wenxiu and Zhu, Qingpeng and Li, Chongyi and Feng, Ruicheng and Zhou, Shangchen and Jiang, Jun and Yang, Qingyu and Loy, Chen Change and Gu, Jinwei},
    booktitle = {ECCV Workshop},
    year = {2022}
}

@InProceedings{yang2022mipiquad,
    title = {MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report},
    author = {Yang, Qingyu and Yang, Guang and Jiang, Jun and Li, Chongyi and Feng, Ruicheng and Zhou, Shangchen and Sun, Wenxiu and Zhu, Qingpeng and Loy, Chen Change and Gu, Jinwei},
    booktitle = {ECCV Workshop},
    year = {2022}
}

@InProceedings{yang2022mipirgbwrm,
    title = {MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report},
    author = {Yang, Qingyu and Yang, Guang and Jiang, Jun and Li, Chongyi and Feng, Ruicheng and Zhou, Shangchen and Sun, Wenxiu and Zhu, Qingpeng and Loy, Chen Change and Gu, Jinwei},
    booktitle = {ECCV Workshop},
    year = {2022}
}

@InProceedings{yang2022mipirgbwsf,
    title = {MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report},
    author = {Yang, Qingyu and Yang, Guang and Jiang, Jun and Li, Chongyi and Feng, Ruicheng and Zhou, Shangchen and Sun, Wenxiu and Zhu, Qingpeng and Loy, Chen Change and Gu, Jinwei},
    booktitle = {ECCV Workshop},
    year = {2022}
}

@InProceedings{feng2022mipiudc,
    title = {MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results},
    author = {Feng, Ruicheng and Li, Chongyi and Zhou, Shangchen and Sun, Wenxiu and Zhu, Qingpeng and Jiang, Jun and Yang, Qingyu and Loy, Chen Change and Gu, Jinwei},
    booktitle = {ECCV Workshop},
    year = {2022}
}