Stefano Berretti

Stefano Berretti

Università degli Studi di Firenze

H-index: 36

Europe-Italy

About Stefano Berretti

Stefano Berretti, With an exceptional h-index of 36 and a recent h-index of 25 (since 2020), a distinguished researcher at Università degli Studi di Firenze, specializes in the field of 3D Computer Vision, Pattern Recognition, Biometrics, Machine Learning.

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

Heterogeneous Dynamic Graph Convolutional Networks for Enhanced Spatiotemporal Flood Forecasting by Remote Sensing

MS-GDA: Improving Heterogeneous Recipe Representation via Multinomial Sampling Graph Data Augmentation

Finding foundation models for time series classification with a pretext task

A High Stability Clustering Scheme for the Internet of Vehicles

EmoVOCA: Speech-Driven Emotional 3D Talking Heads

Towards a Better Understanding of Human Emotions: Challenges of Dataset Labeling

4DSR-GCN: 4D Video Point Cloud Upsampling using Graph Convolutional Networks

Guest Editorial: Advanced information hiding techniques for industrial applications

Stefano Berretti Information

University

Position

Professor of Computer Engineering Italy

Citations(all)

5181

Citations(since 2020)

2216

Cited By

3847

hIndex(all)

36

hIndex(since 2020)

25

i10Index(all)

91

i10Index(since 2020)

54

Email

University Profile Page

Università degli Studi di Firenze

Google Scholar

View Google Scholar Profile

Stefano Berretti Skills & Research Interests

3D Computer Vision

Pattern Recognition

Biometrics

Machine Learning

Top articles of Stefano Berretti

Title

Journal

Author(s)

Publication Date

Heterogeneous Dynamic Graph Convolutional Networks for Enhanced Spatiotemporal Flood Forecasting by Remote Sensing

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Jiange Jiang

Chen Chen

Yang Zhou

Stefano Berretti

Lei Liu

...

2024/1/3

MS-GDA: Improving Heterogeneous Recipe Representation via Multinomial Sampling Graph Data Augmentation

ACM Transactions on Multimedia Computing, Communications and Applications

Liangzhe Chen

Wei Li

Xiaohui Cui

Zhenyu Wang

Stefano Berretti

...

2024

Finding foundation models for time series classification with a pretext task

arXiv preprint arXiv:2311.14534

Ali Ismail-Fawaz

Maxime Devanne

Stefano Berretti

Jonathan Weber

Germain Forestier

2023/11/24

A High Stability Clustering Scheme for the Internet of Vehicles

IEEE Transactions on Network and Service Management

Chen Chen

Jiabao Si

Huan Li

Wei Han

Neeraj Kumar

...

2024/4/17

EmoVOCA: Speech-Driven Emotional 3D Talking Heads

arXiv preprint arXiv:2403.12886

Federico Nocentini

Claudio Ferrari

Stefano Berretti

2024/3/19

Towards a Better Understanding of Human Emotions: Challenges of Dataset Labeling

Hajer Guerdelli

Claudio Ferrari

Joao Baptista Cardia Neto

Stefano Berretti

Walid Barhoumi

...

2023/9/11

4DSR-GCN: 4D Video Point Cloud Upsampling using Graph Convolutional Networks

Lorenzo Berlincioni

Stefano Berretti

Marco Bertini

Alberto Del Bimbo

2023/10/29

Guest Editorial: Advanced information hiding techniques for industrial applications

Amit Kumar Singh

Stefano Berretti

Huimin Lu

2023/5

A sparse mesh sampling scheme for graph-based relief pattern classification

Gabriele Paolini

Niccolò Guiducci

Claudio Tortorici

Stefano Berretti

2023

Learning Landmarks Motion from Speech for Speaker-Agnostic 3D Talking Heads Generation

Federico Nocentini

Claudio Ferrari

Stefano Berretti

2023/9/5

Lite: Light inception with boosting techniques for time series classification

Ali Ismail-Fawaz

Maxime Devanne

Stefano Berretti

Jonathan Weber

Germain Forestier

2023/10/9

Correction to: Interpersonal relation recognition: a survey

Multimedia Tools and Applications

Hajer Guerdelli

Claudio Ferrari

Stefano Berretti

2023/3/1

ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging

Ali Ismail-Fawaz

Hassan Ismail Fawaz

François Petitjean

Maxime Devanne

Jonathan Weber

...

2023/9/18

Learning graph-based features for relief patterns classification on mesh manifolds

Computers & Graphics

Niccolò Guiducci

Claudio Tortorici

Claudio Ferrari

Stefano Berretti

2023/10/1

DUA: A Domain-Unified Approach for Cross-Dataset 3D Human Pose Estimation

Sensors

João Renato Ribeiro Manesco

Stefano Berretti

Aparecido Nilceu Marana

2023/8/22

Interpersonal relation recognition: a survey

Multimedia Tools and Applications

Hajer Guerdelli

Claudio Ferrari

Stefano Berretti

2023/3

Meta-evaluation for 3D Face Reconstruction Via Synthetic Data

Evangelos Sariyanidi

Claudio Ferrari

Stefano Berretti

Robert T Schultz

Birkan Tunc

2023/9/25

FrankenMask: Manipulating semantic masks with transformers for face parts editing

Pattern Recognition Letters

Tomaso Fontanini

Claudio Ferrari

Giuseppe Lisanti

Leonardo Galteri

Stefano Berretti

...

2023/12/1

Generating multiple 4d expression transitions by learning face landmark trajectories

IEEE Transactions on Affective Computing

Naima Otberdout

Claudio Ferrari

Mohamed Daoudi

Stefano Berretti

Alberto Del Bimbo

2023/6/5

Learning streamed attention network from descriptor images for cross-resolution 3D face recognition

ACM Transactions on Multimedia Computing, Communications and Applications

Joao Baptista Cardia Neto

Claudio Ferrari

Aparecido Nilceu Marana

Stefano Berretti

Alberto Del Bimbo

2023/1/23

See List of Professors in Stefano Berretti University(Università degli Studi di Firenze)

Co-Authors

H-index: 65
Alberto Del Bimbo

Alberto Del Bimbo

Università degli Studi di Firenze

H-index: 61
Anuj Srivastava

Anuj Srivastava

Florida State University

H-index: 46
Anup Basu

Anup Basu

University of Alberta

H-index: 27
Enrico Vicario

Enrico Vicario

Università degli Studi di Firenze

H-index: 25
Lorenzo Seidenari

Lorenzo Seidenari

Università degli Studi di Firenze

H-index: 17
Giuseppe Lisanti

Giuseppe Lisanti

Università degli Studi di Bologna

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