Mattia Savardi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Chest Radiographs

Top Venues

Medical Image Anal.

Comput. Methods Programs Biomed.

Publications

Michele Svanera, Mattia Savardi, Alberto Signoroni, Sergio Benini, Lars Muckli
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data. Medical Image Anal. 93 (2024)
Alberto Signoroni, Mattia Savardi, Davide Farina, Sergio Benini, Edoardo Coppola, Damiano Ferrari, Mauro Massussi, Salvatore Curello, Michele Svanera, Giuseppe D'Ancona
Medical image interpretation challenges and research activities of the tAImedIA group at UniBS. Ital-IA (2023)
Mattia Savardi, András Bálint Kovács, Alberto Signoroni, Sergio Benini
Recognition of Camera Angle and Camera Level in Movies from Single Frames. IMX Workshops (2023)
Edoardo Coppola, Damiano Ferrari, Mattia Savardi, Alberto Signoroni
Explainable AI for COVID-19 prognosis from early chest x-ray and clinical data in the context of the COVID-CXR international hackathon. Medical Imaging: Computer-Aided Diagnosis (2023)
Gianluca Gualandris, Mattia Savardi, Alberto Signoroni, Sergio Benini
Automatic Indexing of Virtual Camera Features from Japanese Anime. ICIAP Workshops (1) (2022)
Marco Lombardi, Mattia Savardi, Alberto Signoroni
Deep Tracking for Robust Real-time Object Scanning. STAG (2022)
Michele Svanera, Mattia Savardi, Alberto Signoroni, Sergio Benini, Lars Muckli
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data. CoRR (2022)
Sergio Benini, Mattia Savardi, Katalin Bálint, András Bálint Kovács, Alberto Signoroni
On the Influence of Shot Scale on Film Mood and Narrative Engagement in Film Viewers. IEEE Trans. Affect. Comput. 13 (2) (2022)
Marco Lombardi, Mattia Savardi, Alberto Signoroni
Cross-domain assessment of deep learning-based alignment solutions for real-time 3D reconstruction. Comput. Graph. 99 (2021)
Alberto Signoroni, Mattia Savardi, Sergio Benini, Nicola Adami, Riccardo Leonardi, Paolo Gibellini, Filippo Vaccher, Marco Ravanelli, Andrea Borghesi, Roberto Maroldi, Davide Farina
BS-Net: Learning COVID-19 pneumonia severity on a large chest X-ray dataset. Medical Image Anal. 71 (2021)
Marco Lombardi, Mattia Savardi, Alberto Signoroni
Deep-learning Alignment for Handheld 3D Acquisitions: A new Densematch Dataset for an Extended Comparison. STAG (2020)
Alberto Signoroni, Mattia Savardi, Sergio Benini, Nicola Adami, Riccardo Leonardi, Paolo Gibellini, Filippo Vaccher, Marco Ravanelli, Andrea Borghesi, Roberto Maroldi, Davide Farina
End-to-end learning for semiquantitative rating of COVID-19 severity on Chest X-rays. CoRR (2020)
Alberto Signoroni, Mattia Savardi, Annalisa Baronio, Sergio Benini
Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review. J. Imaging 5 (5) (2019)
Marco Lombardi, Andrea Riccardi, Mattia Savardi, Alberto Signoroni
3DReg-i-Net: Improving Deep Learning Based 3D Registration for a Robust Real-time Alignment of Small-scale Scans. STAG (2019)
Michele Svanera, Mattia Savardi, Alberto Signoroni, András Bálint Kovács, Sergio Benini
Who is the Film's Director? Authorship Recognition Based on Shot Features. IEEE Multim. 26 (4) (2019)
Mattia Savardi, Alessandro Ferrari, Alberto Signoroni
Automatic hemolysis identification on aligned dual-lighting images of cultured blood agar plates. Comput. Methods Programs Biomed. 156 (2018)
Michele Svanera, Mattia Savardi, Alberto Signoroni, András Bálint Kovács, Sergio Benini
Who is the director of this movie? Automatic style recognition based on shot features. CoRR (2018)
Alberto Signoroni, Mattia Savardi, Mario Pezzoni, Fabrizio Guerrini, Simone Arrigoni, Giovanni Turra
Combining the use of CNN classification and strength-driven compression for the robust identification of bacterial species on hyperspectral culture plate images. IET Comput. Vis. 12 (7) (2018)
Mattia Savardi, Alberto Signoroni, Pierangelo Migliorati, Sergio Benini
Shot Scale Analysis in Movies by Convolutional Neural Networks. ICIP (2018)
Mattia Savardi, Sergio Benini, Alberto Signoroni
\beta -Hemolysis Detection on Cultured Blood Agar Plates by Convolutional Neural Networks. MICCAI (2) (2018)