Deep Learning Hyperspectral Pansharpening on large scale PRISMA dataset
(Simone Zini, Mirko Paolo Barbato, Flavio Piccoli, Paolo Napoletano) In arXiv preprint arXiv:2307.11666, 2023.

BibTex

@article{zini2023deep,
 author = {Zini, Simone and Barbato, Mirko Paolo and Piccoli, Flavio and Napoletano, Paolo},
 year = {2023},
 title = {Deep Learning Hyperspectral Pansharpening on large scale PRISMA dataset},
 journal = {arXiv preprint arXiv:2307.11666}}

Analysis of biases in automatic white balance datasets and methods
(Marco Buzzelli, Simone Zini, Simone Bianco, Gianluigi Ciocca, Raimondo Schettini, Mikhail Tchobanou) In Color Research & Application, 2023.

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@article{buzzelli2022analysis,
 author = {Buzzelli, Marco and Zini, Simone and Bianco, Simone and Ciocca, Gianluigi and Schettini, Raimondo and Tchobanou, Mikhail K},
 year = {2023},
 title = {Analysis of biases in automatic white balance datasets and methods},
 journal = {Color Research & Application},
 keywords = {automatic, white, balance, color, constancy, dataset, analysis, illuminant, estimation},
 url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/col.22822},
 pdf = {/download/buzzelli2022analysis.pdf},
 doi = {/10.1002/col.22822}}

Laplacian encoder-decoder network for raindrop removal
(Simone Zini, Marco Buzzelli) In Pattern Recognition Letters, volume 158, pp. 24-33, 2022.

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@article{zini2022laplacian,
 author = {Zini, Simone and Buzzelli, Marco},
 year = {2022},
 pages = {24-33},
 title = {Laplacian encoder-decoder network for raindrop removal},
 volume = {158},
 journal = {Pattern Recognition Letters},
 url = {https://www.sciencedirect.com/science/article/pii/S0167865522001143},
 pdf = {/download/2022_laplacian_encoder_decoder_network_for_raindrop_removal.pdf},
 doi = {10.1016/j.patrec.2022.04.016},
 issn = {0167-8655},
 projectref = {https://github.com/TheZino/Laplacian-Encoder-Decoder-Raindrop-Removal}}

COCOA: Combining Color Constancy Algorithms for Images and Videos
(Simone Zini, Marco Buzzelli, Simone Bianco, Raimondo Schettini) In IEEE Transactions on Computational Imaging, pp. 1-14, 2022.

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@article{zini2022cocoa,
 author = {Zini, Simone and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2022},
 pages = {1-14},
 title = {COCOA: Combining Color Constancy Algorithms for Images and Videos},
 journal = {IEEE Transactions on Computational Imaging},
 url = {https://ieeexplore.ieee.org/document/9874990},
 pdf = {/download/COCOA_Combining_Color_Constancy_Algorithms_for_Images_and_Videos.pdf},
 doi = {10.1109/TCI.2022.3203889},
 projectref = {https://github.com/TheZino/COCOA-COmbining-COlor-constancy-Algorithms}}

Deep Residual Autoencoder for Blind Universal JPEG Restoration
(Simone Zini, Simone Bianco, Raimondo Schettini) In IEEE Access, volume 8, pp. 63283-63294, IEEE, 2020.

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@article{zini2020deep,
 author = {Zini, Simone and Bianco, Simone and Schettini, Raimondo},
 year = {2020},
 pages = {63283-63294},
 title = {Deep Residual Autoencoder for Blind Universal JPEG Restoration},
 volume = {8},
 publisher = {IEEE},
 journal = {IEEE Access},
 pdf = {/download/Deep_Residual_Autoencoder_for_Blind_Universal_JPEG_Resoration.pdf},
 doi = {https://doi.org/10.1109/ACCESS.2020.2984387}}

Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training
(Simone Zini, Alex Gomez-Villa, Marco Buzzelli, Bartłomiej Twardowski, Andrew Bagdanov, Joost Van De Weijer) In The Eleventh International Conference on Learning Representations, 2023.

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@inproceedings{zini2023planckian,
 author = {Zini, Simone and Gomez-Villa, Alex and Buzzelli, Marco and Twardowski, Bartłomiej and Bagdanov, Andrew D and Van De Weijer, Joost},
 year = {2023},
 title = {Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training},
 booktitle = {The Eleventh International Conference on Learning Representations},
 url = {https://openreview.net/forum?id=Pia70sP2Oi1},
 pdf = {https://arxiv.org/pdf/2202.07993.pdf}}

Shallow Camera Pipeline for Night Photography Enhancement
(Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini) In International Conference on Image Analysis and Processing, pp. 51-61, 2023.

BibTex

@inproceedings{zini2023shallow,
 author = {Zini, Simone and Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2023},
 pages = {51-61},
 title = {Shallow Camera Pipeline for Night Photography Enhancement},
 organization = {Springer},
 booktitle = {International Conference on Image Analysis and Processing}}

Back to the future: a night photography rendering ISP without deep learning
(Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini) In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 1465-1473, 2023.

BibTex

@inproceedings{zini2023back,
 author = {Zini, Simone and Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2023},
 pages = {1465-1473},
 title = {Back to the future: a night photography rendering ISP without deep learning},
 booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}}

NTIRE 2022 Challenge on Night Photography Rendering
(Egor Ershov, Alex Savchik, Denis Shepelev, Nikola Banić, Michael Brown, [...], Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, [...]) In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 1286-1299, 2022.

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@inproceedings{ershov2022ntire,
 author = {Ershov, Egor and Savchik, Alex and Shepelev, Denis and Banić, Nikola and Brown, Michael S and [...], and Zini, Simone and Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo and [...],},
 year = {2022},
 pages = {1286-1299},
 title = {NTIRE 2022 Challenge on Night Photography Rendering},
 booktitle = {2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
 pdf = {/download/Ershov-2022-CVPR-AAM.pdf},
 doi = {10.1109/CVPRW56347.2022.00135}}

A Framework for Contrast Enhancement Algorithms Optimization
(Simone Zini, Marco Buzzelli, Simone Bianco, Raimondo Schettini) In 2022 IEEE International Conference on Image Processing (ICIP), pp. 1431-1435, 2022.

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@inproceedings{zini2022framework,
 author = {Zini, Simone and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo},
 year = {2022},
 pages = {1431-1435},
 title = {A Framework for Contrast Enhancement Algorithms Optimization},
 booktitle = {2022 IEEE International Conference on Image Processing (ICIP)},
 pdf = {/download/zini2022framework.pdf},
 doi = {10.1109/ICIP46576.2022.9897184},
 projectref = {https://github.com/TheZino/contrast-algo-opt-framework}}

On the Impact of Rain over Semantic Segmentation of Street Scenes
(Simone Zini, Marco Buzzelli) In Pattern Recognition. ICPR International Workshops and Challenges, Cham, pp. 597-610, Springer International Publishing, 2021.

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@inproceedings{zini2021impact,
 author = {Zini, Simone and Buzzelli, Marco},
 year = {2021},
 pages = {597-610},
 title = {On the Impact of Rain over Semantic Segmentation of Street Scenes},
 publisher = {Springer International Publishing},
 address = {Cham},
 isbn = {978-3-030-68780-9},
 booktitle = {Pattern Recognition. ICPR International Workshops and Challenges},
 pdf = {/download/2020c_On_the_impact_of_rain_over_semantic_segmentation_of_street_scenes.pdf},
 doi = {10.1007/978-3-030-68780-9_46}}

Analysis of Biases in Automatic White Balance Datasets
(Simone Bianco, Marco Buzzelli, Gianluigi Ciocca, Raimondo Schettini, Mikhail Tchobanou, Simone Zini) In Proceedings of the International Colour Association (AIC) Conference 2021. Milan, Italy. AIC, pp. 233-238, 2021.

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@inproceedings{bianco2021analysisbiases,
 author = {Bianco, Simone and Buzzelli, Marco and Ciocca, Gianluigi and Schettini, Raimondo and Tchobanou, Mikhail and Zini, Simone},
 year = {2021},
 pages = {233-238},
 title = {Analysis of Biases in Automatic White Balance Datasets},
 booktitle = {Proceedings of the International Colour Association (AIC) Conference 2021. Milan, Italy. AIC},
 pdf = {/download/AIC2021_analysis.pdf}}

CNN-based Rain Reduction in Street View Images
(Simone Zini, Simone Bianco, Raimondo Schettini) In London Imaging Meeting, volume 2020, number 1, pp. 78-81, 2020.

BibTex

@inproceedings{zini2020cnn,
 author = {Zini, Simone and Bianco, Simone and Schettini, Raimondo},
 year = {2020},
 pages = {78-81},
 title = {CNN-based Rain Reduction in Street View Images},
 volume = {2020},
 number = {1},
 organization = {Society for Imaging Science and Technology},
 booktitle = {London Imaging Meeting}}

Artifact-Free Thin Cloud Removal Using Gans
(Takahiro Toizumi, Simone Zini, Kazutoshi Sagi, Eiji Kaneko, Masato Tsukada, Raimondo Schettini) In 2019 IEEE International Conference on Image Processing (ICIP), pp. 3596-3600, 2019.

BibTex

@inproceedings{toizumi2019artifact,
 author = {Toizumi, Takahiro and Zini, Simone and Sagi, Kazutoshi and Kaneko, Eiji and Tsukada, Masato and Schettini, Raimondo},
 year = {2019},
 pages = {3596-3600},
 title = {Artifact-Free Thin Cloud Removal Using Gans},
 organization = {IEEE},
 booktitle = {2019 IEEE International Conference on Image Processing (ICIP)}}