Francesca Odone

Francesca Odone

Università degli Studi di Genova

H-index: 30

Europe-Italy

About Francesca Odone

Francesca Odone, With an exceptional h-index of 30 and a recent h-index of 20 (since 2020), a distinguished researcher at Università degli Studi di Genova, specializes in the field of Computer Vision, Machine Learning.

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

Anomaly detection in feature space for detecting changes in phytoplankton populations

Head pose estimation with uncertainty and an application to dyadic interaction detection

Knowledge distillation for efficient standard scanplane detection of fetal ultrasound

A deep learning approach for Direct Immunofluorescence pattern recognition of Autoimmune Bullous Diseases

Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images?

Computer vision and deep learning meet plankton: Milestones and future directions

Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods

An efficient deep learning approach to identify dynamics in in vitro neural networks

Francesca Odone Information

University

Position

MaLGa Machine Learning Genoa Center -

Citations(all)

3648

Citations(since 2020)

1499

Cited By

2738

hIndex(all)

30

hIndex(since 2020)

20

i10Index(all)

71

i10Index(since 2020)

35

Email

University Profile Page

Università degli Studi di Genova

Google Scholar

View Google Scholar Profile

Francesca Odone Skills & Research Interests

Computer Vision

Machine Learning

Top articles of Francesca Odone

Title

Journal

Author(s)

Publication Date

Anomaly detection in feature space for detecting changes in phytoplankton populations

Frontiers in Marine Science

Massimiliano Ciranni

Francesca Odone

Vito Paolo Pastore

2024/1/5

Head pose estimation with uncertainty and an application to dyadic interaction detection

Computer Vision and Image Understanding

Federico Figari Tomenotti

Nicoletta Noceti

Francesca Odone

2024/6/1

Knowledge distillation for efficient standard scanplane detection of fetal ultrasound

Medical & Biological Engineering & Computing

Jacopo Dapueto

Luca Zini

Francesca Odone

2024/1

A deep learning approach for Direct Immunofluorescence pattern recognition of Autoimmune Bullous Diseases

British Journal of Dermatology

Niccolò Capurro

Vito Paolo Pastore

Larbi Touijer

Francesca Odone

Emanuele Cozzani

...

2024/4/6

Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images?

arXiv preprint arXiv:2403.01470

Roberto Di Via

Matteo Santacesaria

Francesca Odone

Vito Paolo Pastore

2024/3/3

Computer vision and deep learning meet plankton: Milestones and future directions

Massimiliano Ciranni

Vittorio Murino

Francesca Odone

Vito Paolo Pastore

2024/2/13

Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods

Image and Vision Computing

Paolo Didier Alfano

Vito Paolo Pastore

Lorenzo Rosasco

Francesca Odone

2024/2/1

An efficient deep learning approach to identify dynamics in in vitro neural networks

Vito Paolo Pastore

Giulia Parodi

Martina Brofiga

Paolo Massobrio

Michela Chiappalone

...

2023

Incorporating Diagnostic Prior with Segmentation: A Deep Learning Pipeline for the Automatic Classification of Autoimmune Bullous Skin Diseases

Vito Paolo Pastore

Larbi Touijer

Niccolò Capurro

Emanuele Cozzani

Giulia Gasparini

...

2023/4/18

Uncertainty-Aware Gaze Tracking for Assisted Living Environments

IEEE Transactions on Image Processing

Paris Her

Logan Manderle

Philipe A Dias

Henry Medeiros

Francesca Odone

2023/4/7

In-domain versus out-of-domain transfer learning in plankton image classification

Scientific Reports

Andrea Maracani

Vito Paolo Pastore

Lorenzo Natale

Lorenzo Rosasco

Francesca Odone

2023/6/27

Kinematic primitives in action similarity judgments: A human-centered computational model

IEEE Transactions on Cognitive and Developmental Systems

Vipul Nair

Paul Hemeren

Alessia Vignolo

Nicoletta Noceti

Elena Nicora

...

2023/1/30

On the Assessment of Gray Code Kernels for Motion Characterization in People with Multiple Sclerosis: A Preliminary Study

Matteo Moro

Maria Cellerino

Matilde Inglese

Maura Casadio

Francesca Odone

...

2023/9/28

An automatic tool performing functional analysis in MR urography in children

Elena Vincenzi

Alice Fantazzini

Martina Gulino

Simone Manini

Alessandro Verri

...

2023/6/22

Food Image Classification: The Benefit of In-Domain Transfer Learning

Larbi Touijer

Vito Paolo Pastore

Francesca Odone

2023/9/5

Automatic video analysis and classification of sleep‐related hypermotor seizures and disorders of arousal

Epilepsia

Matteo Moro

Vito Paolo Pastore

Giorgia Marchesi

Paola Proserpio

Laura Tassi

...

2023/6

Efficient unsupervised learning of biological images with compressed deep features

Image and Vision Computing

Vito Paolo Pastore

Massimiliano Ciranni

Simone Bianco

Jennifer Carol Fung

Vittorio Murino

...

2023/9/1

View-to-Label: Multi-View Consistency for Self-Supervised 3D Object Detection

arXiv preprint arXiv:2305.17972

Issa Mouawad

Nikolas Brasch

Fabian Manhardt

Federico Tombari

Francesca Odone

2023/5/29

HHP-Net: A light Heteroscedastic neural network for Head Pose estimation with uncertainty

Giorgio Cantarini

Federico Figari Tomenotti

Nicoletta Noceti

Francesca Odone

2022

Time-to-label: temporal consistency for self-supervised monocular 3D object detection

IEEE Robotics and Automation Letters

Issa Mouawad

Nikolas Brasch

Fabian Manhardt

Federico Tombari

Francesca Odone

2022/7/7

See List of Professors in Francesca Odone University(Università degli Studi di Genova)

Co-Authors

H-index: 53
Emanuele Trucco, FRSA, FIAPR, FBMVA, FAAIA

Emanuele Trucco, FRSA, FIAPR, FBMVA, FAAIA

University of Dundee

H-index: 48
alessandro verri

alessandro verri

Università degli Studi di Genova

H-index: 41
Andrea Fusiello

Andrea Fusiello

Università degli Studi di Udine

H-index: 41
Antonio Camurri

Antonio Camurri

Università degli Studi di Genova

H-index: 31
C De Mol

C De Mol

Université Libre de Bruxelles

H-index: 25
Ernesto De Vito

Ernesto De Vito

Università degli Studi di Genova

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