Simone ZiniPhd Student

DISCo (Department of Informatics, Systems and Communication)
University of Milan-Bicocca
Viale Sarca 336, Building U14

Room 1038,  tel: 0266487893

Biography

Simone Zini obtained his Bachelor Degree and Master Degree in Computer Science at University of Milano-Bicocca (Italy), respectively in 2015 and 2018, focusing on image processing and enhancement. In 2018 he spent 5 months in Tokyo, Japan, for an internship period at NEC Corporation, working on Image denoising and enhancement, and obtained a research grant in the IVL lab of the University of Milano-Bicocca. He is currently a Ph.D. student in Computer Science. His main topics of research are machine learning, image processing and enhancement and computational photography.

Publications

Journal Articles

2.

Laplacian encoder-decoder network for raindrop removal
(Simone Zini, Marco Buzzelli) In Pattern Recognition Letters, Elsevier, 2022.

@article{zini2022laplacian,
 author = {Zini, Simone and Buzzelli, Marco},
 year = {2022},
 title = {Laplacian encoder-decoder network for raindrop removal},
 publisher = {Elsevier},
 journal = {Pattern Recognition Letters}}
1.

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

@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}}

Conference Papers

4.

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.

@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}}
3.

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.

@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}}
2.

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.

@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}}
1.

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.

@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)}}