Simone Bianco

About Simone Bianco

Simone Bianco, With an exceptional h-index of 34 and a recent h-index of 29 (since 2020), a distinguished researcher at Università degli Studi di Milano-Bicocca, specializes in the field of Computer Vision, Image Processing, Machine Learning, Optimization, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Semi-supervised cross-lingual speech emotion recognition

Reliability and Stability of Mean Opinion Score for Image Aesthetic Quality Assessment Obtained Through Crowdsourcing

Video restoration based on deep learning: a comprehensive survey

Food Recognition with Visual Transformers

Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study

Back to the future: a night photography rendering ISP without deep learning

A general-purpose pipeline for realistic synthetic multispectral image dataset generation

A Platform for Multi-Modal Driver Behaviour Data Collection

Simone Bianco Information

University

Position

Associate Professor

Citations(all)

5043

Citations(since 2020)

3732

Cited By

2676

hIndex(all)

34

hIndex(since 2020)

29

i10Index(all)

70

i10Index(since 2020)

57

Email

University Profile Page

Università degli Studi di Milano-Bicocca

Google Scholar

View Google Scholar Profile

Simone Bianco Skills & Research Interests

Computer Vision

Image Processing

Machine Learning

Optimization

Deep Learning

Top articles of Simone Bianco

Title

Journal

Author(s)

Publication Date

Semi-supervised cross-lingual speech emotion recognition

Expert Systems with Applications

Mirko Agarla

Simone Bianco

Luigi Celona

Paolo Napoletano

Alexey Petrovsky

...

2024/3/1

Reliability and Stability of Mean Opinion Score for Image Aesthetic Quality Assessment Obtained Through Crowdsourcing

Proceedings Copyright

Egor Ershov

Artyom Panshin

Ivan Ermakov

Nikola Banic

Alex Savchik

...

2024

Video restoration based on deep learning: a comprehensive survey

Claudio Rota

Marco Buzzelli

Simone Bianco

Raimondo Schettini

2023/6

Food Recognition with Visual Transformers

Simone Bianco

Marco Buzzelli

Gaetano Chiriaco

Paolo Napoletano

Flavio Piccoli

2023/9/3

Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study

Leonardo Alchieri

Luigi Celona

Simone Bianco

2023/9/11

Back to the future: a night photography rendering ISP without deep learning

Simone Zini

Claudio Rota

Marco Buzzelli

Simone Bianco

Raimondo Schettini

2023

A general-purpose pipeline for realistic synthetic multispectral image dataset generation

Color and Imaging Conference

Marco Buzzelli

Mikhail K Tchobanou

Raimondo Schettini

Simone Bianco

2023/11/13

A Platform for Multi-Modal Driver Behaviour Data Collection

Simone Bianco

Luigi Celona

Giovanni Donato Gallo

Paolo Napoletano

2023/9/3

Shallow Camera Pipeline for Night Photography Enhancement

Simone Zini

Claudio Rota

Marco Buzzelli

Simone Bianco

Raimondo Schettini

2023/9/5

Unified framework for identity and imagined action recognition from eeg patterns

arXiv preprint arXiv:2205.04357

Marco Buzzelli

Simone Bianco

Paolo Napoletano

2022/5/9

NTIRE 2023 challenge on night photography rendering

Alina Shutova

Egor Ershov

Georgy Perevozchikov

Ivan Ermakov

Nikola Banić

...

2023

Improving image captioning descriptiveness by ranking and llm-based fusion

arXiv preprint arXiv:2306.11593

Simone Bianco

Luigi Celona

Marco Donzella

Paolo Napoletano

2023/6/20

RGB Illuminant Compensation using Spectral Super-resolution and Weighted Spectral Color Correction

Color and Imaging Conference

Marco Buzzelli

Mikhail K Tchobanou

Raimondo Schettini

Simone Bianco

2023/11/13

Evaluation of 3D Reconstruction Pipelines Under Varying Imaging Conditions

Davide Marelli

Simone Bianco

Gianluigi Ciocca

2023/9/5

ENRICH: Multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry

ISPRS Journal of Photogrammetry and Remote Sensing

Davide Marelli

Luca Morelli

Elisa Mariarosaria Farella

Simone Bianco

Gianluigi Ciocca

...

2023/4/1

Analysis of biases in automatic white balance datasets and methods

Color Research & Application

Marco Buzzelli

Simone Zini

Simone Bianco

Gianluigi Ciocca

Raimondo Schettini

...

2023/1

Ntire 2022 spectral recovery challenge and data set

Boaz Arad

Radu Timofte

Rony Yahel

Nimrod Morag

Amir Bernat

...

2022

COCOA: combining color constancy algorithms for images and videos

IEEE Transactions on Computational Imaging

Simone Zini

Marco Buzzelli

Simone Bianco

Raimondo Schettini

2022/9/2

SfM Flow: A comprehensive toolset for the evaluation of 3D reconstruction pipelines

SoftwareX

Davide Marelli

Simone Bianco

Gianluigi Ciocca

2022/1/1

A comparison of temporal aggregators for speaker verification

Flavio Piccoli

Lorenzo Olearo

Simone Bianco

2022/9/2

See List of Professors in Simone Bianco University(Università degli Studi di Milano-Bicocca)

Co-Authors

H-index: 42
Leonardo Vanneschi

Leonardo Vanneschi

Universidade Nova de Lisboa

H-index: 35
Mauro Castelli

Mauro Castelli

Universidade Nova de Lisboa

H-index: 32
Paolo Napoletano

Paolo Napoletano

Università degli Studi di Milano-Bicocca

H-index: 31
Gianluigi Ciocca

Gianluigi Ciocca

Università degli Studi di Milano-Bicocca

H-index: 25
Francesca Gasparini

Francesca Gasparini

Università degli Studi di Milano-Bicocca

H-index: 24
Claudio Cusano

Claudio Cusano

Università degli Studi di Pavia

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