My Publications

Bayesian nights: Optimizing night photography rendering with Bayesian derivative-free methods

Zini, Simone and Buzzelli, Marco

Pattern Recognition , vol. 161 , Pergamon , 2025 , 111314
On using AI for EEG-based BCI applications: problems, current challenges and future trends

Barbera, Thomas and Burger, Jacopo and D’Amelio, Alessandro and Zini, Simone and Bianco, Simone and Lanzarotti, Raffaella and Napoletano, Paolo and Boccignone, Giuseppe and Contreras-Vidal, Jose Luis

International Journal of Human–Computer Interaction , Taylor & Francis , 2025 , 1–20
Network-Specific Models for Multimodal Brain Response Prediction

Corsico, Andrea and Rigamonti, Giorgia and Zini, Simone and Celona, Luigi and Napoletano, Paolo

arXiv preprint arXiv:2508.06499 , 2025

Deep Learning Hyperspectral Pansharpening on Large-Scale PRISMA Dataset

Zini, Simone and Barbato, M and Piccoli, Flavio and Napoletano, Paolo and others

Remote Sensing , vol. 16 , MDPI , 2024
Lightweight Graph Neural Network for Dementia Assessment from EEG Recordings

Barbera, Thomas and Zini, Simone and Bianco, Simone and Napoletano, Paolo

2024 IEEE 8th Forum on Research and Technologies for Society and Industry Innovation (RTSI) , IEEE , 2024 , 190–195

Analysis of biases in automatic white balance datasets and methods

Buzzelli, Marco and Zini, Simone and Bianco, Simone and Ciocca, Gianluigi and Schettini, Raimondo and Tchobanou, Mikhail K

Color Research & Application , vol. 48 , Wiley Online Library , 2023 , 40–62
NTIRE 2023 challenge on night photography rendering

Shutova, Alina and Ershov, Egor and Perevozchikov, Georgy and Ermakov, Ivan and Banić, Nikola and Timofte, Radu and Collins, Richard and Efimova, Maria and Terekhin, Arseniy and Zini, Simone and others

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2023 , 1982–1993
Back to the future: a night photography rendering ISP without deep learning

Zini, Simone and Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) , 2023 , 1465–1473
Shallow Camera Pipeline for Night Photography Enhancement

Zini, Simone and Rota, Claudio and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo

International Conference on Image Analysis and Processing , Springer Nature Switzerland Cham , 2023 , 51–61

NTIRE 2022 challenge on night photography rendering

Ershov, Egor and Savchik, Alex and Shepelev, Denis and Banić, Nikola and Brown, Michael S and Timofte, Radu and Koščević, Karlo and Freeman, Michael and Tesalin, Vasily and Bocharov, Dmitry and others

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2022 , 1287–1300
COCOA: combining color constancy algorithms for images and videos

Zini, Simone and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo

IEEE Transactions on Computational Imaging , vol. 8 , IEEE , 2022 , 795–807
A framework for contrast enhancement algorithms optimization

Zini, Simone and Buzzelli, Marco and Bianco, Simone and Schettini, Raimondo

2022 IEEE International Conference on Image Processing (ICIP) , IEEE , 2022 , 1431–1435
Laplacian encoder-decoder network for raindrop removal

Zini, Simone and Buzzelli, Marco

Pattern Recognition Letters , vol. 158 , Elsevier , 2022 , 24–33
Planckian jitter: countering the color-crippling effects of color jitter on self-supervised training

Zini, Simone and Gomez-Villa, Alex and Buzzelli, Marco and Twardowski, Bartłomiej and Bagdanov, Andrew D and Van de Weijer, Joost

arXiv preprint arXiv:2202.07993 , 2022
Image Enhancement and Restoration using Machine Learning Techniques

Zini, Simone

Ph.D. Thesis , Università degli Studi di Milano-Bicocca , 2022

Analysis of biases in automatic white balance datasets

Bianco, Simone and Buzzelli, Marco and Ciocca, Gianluigi and Schettini, Raimondo and Tchobanou, Mikhail and Zini, Simone and others

Proceedings of the International Colour Association (AIC) Conference 2021 , 2021 , 233–238
On the impact of rain over semantic segmentation of street scenes

Zini, Simone and Buzzelli, Marco

International Conference on Pattern Recognition , Springer International Publishing Cham , 2021 , 597–610

CNN-based rain reduction in street view images

Zini, Simone and Bianco, Simone and Schettini, Raimondo

London Imaging Meeting , vol. 1 , Society for Imaging Science and Technology , 2020 , 78–81
Deep residual autoencoder for blind universal jpeg restoration

Zini, Simone and Bianco, Simone and Schettini, Raimondo

IEEE Access , vol. 8 , IEEE , 2020 , 63283–63294

Artifact-free thin cloud removal using gans

Toizumi, Takahiro and Zini, Simone and Sagi, Kazutoshi and Kaneko, Eiji and Tsukada, Masato and Schettini, Raimondo

2019 IEEE International Conference on Image Processing (ICIP) , IEEE , 2019 , 3596–3600
Ntire 2019 challenge on real image denoising: Methods and results

Abdelhamed, Abdelrahman and Timofte, Radu and Brown, Michael S

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops , 2019 , 0–0