Mattia Savardi

According to our database, Mattia Savardi authored at least 19 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data.

Michele Svanera, Mattia Savardi, Alberto Signoroni, Sergio Benini, Lars Muckli

Medical Image Anal., 2024

2023

Recognition of Camera Angle and Camera Level in Movies from Single Frames.

Mattia Savardi, András Bálint Kovács, Alberto Signoroni, Sergio Benini

Proceedings of the 2023 ACM International Conference on Interactive Media Experiences Workshops, 2023

Explainable AI for COVID-19 prognosis from early chest x-ray and clinical data in the context of the COVID-CXR international hackathon.

Edoardo Coppola, Damiano Ferrari, Mattia Savardi, Alberto Signoroni

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

Medical image interpretation challenges and research activities of the tAImedIA group at UniBS.

Alberto Signoroni, Mattia Savardi, Davide Farina, Sergio Benini, Edoardo Coppola, Damiano Ferrari, Mauro Massussi, Salvatore Curello, Michele Svanera, Giuseppe D'Ancona

Proceedings of the Italia Intelligenza Artificiale, 2023

2022

On the Influence of Shot Scale on Film Mood and Narrative Engagement in Film Viewers.

Sergio Benini, Mattia Savardi, Katalin Bálint, András Bálint Kovács, Alberto Signoroni

IEEE Trans. Affect. Comput., 2022

Automatic Indexing of Virtual Camera Features from Japanese Anime.

Gianluca Gualandris, Mattia Savardi, Alberto Signoroni, Sergio Benini

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Deep Tracking for Robust Real-time Object Scanning.

Marco Lombardi, Mattia Savardi, Alberto Signoroni

Proceedings of the Eurographics Italian Chapter Conference 2022, 2022

2021

BS-Net: Learning COVID-19 pneumonia severity on a large chest X-ray dataset.

Alberto Signoroni, Mattia Savardi, Sergio Benini, Nicola Adami, Riccardo Leonardi, Paolo Gibellini, Filippo Vaccher, Marco Ravanelli, Andrea Borghesi, Roberto Maroldi, Davide Farina

Medical Image Anal., 2021

Cross-domain assessment of deep learning-based alignment solutions for real-time 3D reconstruction.

Marco Lombardi, Mattia Savardi, Alberto Signoroni

Comput. Graph., 2021

2020

End-to-end learning for semiquantitative rating of COVID-19 severity on Chest X-rays.

Alberto Signoroni, Mattia Savardi, Sergio Benini, Nicola Adami, Riccardo Leonardi, Paolo Gibellini, Filippo Vaccher, Marco Ravanelli, Andrea Borghesi, Roberto Maroldi, Davide Farina

CoRR, 2020

Deep-learning Alignment for Handheld 3D Acquisitions: A new Densematch Dataset for an Extended Comparison.

Marco Lombardi, Mattia Savardi, Alberto Signoroni

Proceedings of the Italian Chapter Conference 2020, 2020

2019

Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review.

Alberto Signoroni, Mattia Savardi, Annalisa Baronio, Sergio Benini

J. Imaging, 2019

Who is the Film's Director? Authorship Recognition Based on Shot Features.

Michele Svanera, Mattia Savardi, Alberto Signoroni, András Bálint Kovács, Sergio Benini

IEEE Multim., 2019

3DReg-i-Net: Improving Deep Learning Based 3D Registration for a Robust Real-time Alignment of Small-scale Scans.

Marco Lombardi, Andrea Riccardi, Mattia Savardi, Alberto Signoroni

Proceedings of the Italian Chapter Conference 2019, 2019

2018

Combining the use of CNN classification and strength-driven compression for the robust identification of bacterial species on hyperspectral culture plate images.

Alberto Signoroni, Mattia Savardi, Mario Pezzoni, Fabrizio Guerrini, Simone Arrigoni, Giovanni Turra

IET Comput. Vis., 2018

Who is the director of this movie? Automatic style recognition based on shot features.

Michele Svanera, Mattia Savardi, Alberto Signoroni, András Bálint Kovács, Sergio Benini

CoRR, 2018

Automatic hemolysis identification on aligned dual-lighting images of cultured blood agar plates.

Mattia Savardi, Alessandro Ferrari, Alberto Signoroni

Comput. Methods Programs Biomed., 2018

\beta -Hemolysis Detection on Cultured Blood Agar Plates by Convolutional Neural Networks.

Mattia Savardi, Sergio Benini, Alberto Signoroni

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Shot Scale Analysis in Movies by Convolutional Neural Networks.

Mattia Savardi, Alberto Signoroni, Pierangelo Migliorati, Sergio Benini

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018