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Simone Zini
Simone Zini
Assistant Professor @ University of Milano - Bicocca - Imaging and Vision Laboratory
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Ntire 2019 challenge on real image denoising: Methods and results
A Abdelhamed, R Timofte, MS Brown
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1012019
NTIRE 2022 challenge on night photography rendering
E Ershov, A Savchik, D Shepelev, N Banić, MS Brown, R Timofte, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
422022
Deep residual autoencoder for blind universal jpeg restoration
S Zini, S Bianco, R Schettini
IEEE Access 8, 63283-63294, 2020
31*2020
NTIRE 2023 challenge on night photography rendering
A Shutova, E Ershov, G Perevozchikov, I Ermakov, N Banić, R Timofte, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
202023
Analysis of biases in automatic white balance datasets and methods
M Buzzelli, S Zini, S Bianco, G Ciocca, R Schettini, MK Tchobanou
Color Research & Application 48 (1), 40-62, 2023
182023
Planckian jitter: countering the color-crippling effects of color jitter on self-supervised training
S Zini, A Gomez-Villa, M Buzzelli, B Twardowski, AD Bagdanov, ...
arXiv preprint arXiv:2202.07993, 2022
18*2022
Artifact-free thin cloud removal using gans
T Toizumi, S Zini, K Sagi, E Kaneko, M Tsukada, R Schettini
2019 IEEE International Conference on Image Processing (ICIP), 3596-3600, 2019
102019
Back to the future: a night photography rendering ISP without deep learning
S Zini, C Rota, M Buzzelli, S Bianco, R Schettini
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
72023
Laplacian encoder-decoder network for raindrop removal
S Zini, M Buzzelli
Pattern Recognition Letters 158, 24-33, 2022
72022
COCOA: combining color constancy algorithms for images and videos
S Zini, M Buzzelli, S Bianco, R Schettini
IEEE Transactions on Computational Imaging 8, 795-807, 2022
62022
Shallow Camera Pipeline for Night Photography Enhancement
S Zini, C Rota, M Buzzelli, S Bianco, R Schettini
International Conference on Image Analysis and Processing, 51-61, 2023
4*2023
Deep Learning Hyperspectral Pansharpening on Large-Scale PRISMA Dataset
S Zini, MP Barbato, F Piccoli, P Napoletano
Remote Sensing 16 (12), 2079, 2024
32024
On the impact of rain over semantic segmentation of street scenes
S Zini, M Buzzelli
Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021
32021
Analysis of biases in automatic white balance datasets
S Bianco, M Buzzelli, G Ciocca, R Schettini, M Tchobanou, S Zini
Proceedings of the International Colour Association (AIC) Conference 2021 …, 2021
32021
CNN-based rain reduction in street view images
S Zini, S Bianco, R Schettini
London Imaging Meeting 1, 78-81, 2020
32020
A framework for contrast enhancement algorithms optimization
S Zini, M Buzzelli, S Bianco, R Schettini
2022 IEEE International Conference on Image Processing (ICIP), 1431-1435, 2022
22022
Bayesian nights: Optimizing night photography rendering with Bayesian derivative-free methods
S Zini, M Buzzelli
Pattern Recognition 161, 111314, 2025
2025
Lightweight Graph Neural Network for Dementia Assessment from EEG Recordings
T Barbera, S Zini, S Bianco, P Napoletano
2024 IEEE 8th Forum on Research and Technologies for Society and Industry …, 2024
2024
Image Enhancement and Restoration using Machine Learning Techniques
S Zini
Università degli Studi di Milano-Bicocca, 2022
2022
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Artículos 1–19