Mattia Savardi

30 papers B 3Misc 1Journal 14Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards robust and reliable multi-modal 3D segmentation of multiple sclerosis lesions.
Pattern Recognit. Lett.
Edoardo Coppola, Mattia Savardi, Alberto Signoroni
2025 — conf
Advancing trustworthy in AI: mission and research lines at the TRAIL Lab.
Ital-IA
Stefano Buzi, Simona Cacace, Andrea Loreggia, Nadia Maccabiani, Giorgio Pedrazzi, Mattia Savardi, Alberto Signoroni, Laura Zoboli
2025 J jnl
Bimodal ECG and PCG Cardiovascular Disease Detection: Exploring the Potential and Modality Contribution.
J. Medical Syst.
Alessia Calzoni, Mattia Savardi, Marco Silvestri, Sergio Benini, Alberto Signoroni
2025 Misc conf
D
ICIAP
Marco Lombardi, Mattia Savardi, Alberto Signoroni
2025 — conf
Enhancing DL-Based Cell Segmentation of Microalgae with Classical Image Processing Priors.
EUSIPCO
Luca Ventura, Mattia Savardi, Nicola Adami, Giorgio Perin, Anna Santin, Sergio Benini
2025 B conf
Exploring the Creative Potential of AI in Filmmaking.
Creativity & Cognition
Zhijun Pan, Sergio Benini, Mick Grierson, Mattia Savardi, Tim J. Smith
2025 — conf
MediMint: medical imaging and multimodal intelligence laboratory.
Ital-IA
Alberto Signoroni, Mattia Savardi
2025 J jnl
Rewiring Development in Brain Segmentation: Leveraging Adult Brain Priors for Enhancing Infant MRI Segmentation.
CoRR
Alemu Sisay Nigru, Michele Svanera, Austin Dibble, Connor Dalby, Mattia Savardi, Sergio Benini
2024 — conf
Bimodal ECG-PCG Cardiovascular Disease Detection: a Close Look at Transfer Learning and Data Collection Issues.
HC@AIxIA
Alessia Calzoni, Mattia Savardi, Alberto Signoroni
2024 J jnl
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data.
Medical Image Anal.
Michele Svanera, Mattia Savardi, Alberto Signoroni, Sergio Benini, Lars Muckli
2024 B conf
Lidar Depth Map Guided Image Compression Model.
ICIP
Alessandro Gnutti, Stefano Della Fiore, Mattia Savardi, Yi-Hsin Chen, Riccardo Leonardi, Wen-Hsiao Peng
2023 — conf
Explainable AI for COVID-19 prognosis from early chest x-ray and clinical data in the context of the COVID-CXR international hackathon.
Computer-Aided Diagnosis
Edoardo Coppola, Damiano Ferrari, Mattia Savardi, Alberto Signoroni
2023 — conf
Medical image interpretation challenges and research activities of the tAImedIA group at UniBS.
Ital-IA
Alberto Signoroni, Mattia Savardi, Davide Farina, Sergio Benini, Edoardo Coppola, Damiano Ferrari, Mauro Massussi, Salvatore Curello, Michele Svanera, Giuseppe D'Ancona
2023 — conf
Recognition of Camera Angle and Camera Level in Movies from Single Frames.
IMX Workshops
Mattia Savardi, András Bálint Kovács, Alberto Signoroni, Sergio Benini
2022 — conf
Automatic Indexing of Virtual Camera Features from Japanese Anime.
ICIAP Workshops (1)
Gianluca Gualandris, Mattia Savardi, Alberto Signoroni, Sergio Benini
2022 — conf
Deep Tracking for Robust Real-time Object Scanning.
STAG
Marco Lombardi, Mattia Savardi, Alberto Signoroni
2022 J jnl
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data.
CoRR
Michele Svanera, Mattia Savardi, Alberto Signoroni, Sergio Benini, Lars Muckli
2022 J jnl
On the Influence of Shot Scale on Film Mood and Narrative Engagement in Film Viewers.
IEEE Trans. Affect. Comput.
Sergio Benini, Mattia Savardi, Katalin Bálint, András Bálint Kovács, Alberto Signoroni
2021 J jnl
BS-Net: Learning COVID-19 pneumonia severity on a large chest X-ray dataset.
Medical Image Anal.
Alberto Signoroni, Mattia Savardi, Sergio Benini, Nicola Adami, Riccardo Leonardi, Paolo Gibellini, Filippo Vaccher, Marco Ravanelli, Andrea Borghesi, Roberto Maroldi, Davide Farina
2021 J jnl
Cross-domain assessment of deep learning-based alignment solutions for real-time 3D reconstruction.
Comput. Graph.
Marco Lombardi, Mattia Savardi, Alberto Signoroni
2020 — conf
Deep-learning Alignment for Handheld 3D Acquisitions: A new Densematch Dataset for an Extended Comparison.
STAG
Marco Lombardi, Mattia Savardi, Alberto Signoroni
2020 J jnl
End-to-end learning for semiquantitative rating of COVID-19 severity on Chest X-rays.
CoRR
Alberto Signoroni, Mattia Savardi, Sergio Benini, Nicola Adami, Riccardo Leonardi, Paolo Gibellini, Filippo Vaccher, Marco Ravanelli, Andrea Borghesi, Roberto Maroldi, Davide Farina
2019 — conf
3DReg-i-Net: Improving Deep Learning Based 3D Registration for a Robust Real-time Alignment of Small-scale Scans.
STAG
Marco Lombardi, Andrea Riccardi, Mattia Savardi, Alberto Signoroni
2019 J jnl
Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review.
J. Imaging
Alberto Signoroni, Mattia Savardi, Annalisa Baronio, Sergio Benini
2019 J jnl
Who is the Film's Director? Authorship Recognition Based on Shot Features.
IEEE Multim.
Michele Svanera, Mattia Savardi, Alberto Signoroni, András Bálint Kovács, Sergio Benini
2018 J jnl
Automatic hemolysis identification on aligned dual-lighting images of cultured blood agar plates.
Comput. Methods Programs Biomed.
Mattia Savardi, Alessandro Ferrari, Alberto Signoroni
2018 J jnl
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.
Alberto Signoroni, Mattia Savardi, Mario Pezzoni, Fabrizio Guerrini, Simone Arrigoni, Giovanni Turra
2018 B conf
Shot Scale Analysis in Movies by Convolutional Neural Networks.
ICIP
Mattia Savardi, Alberto Signoroni, Pierangelo Migliorati, Sergio Benini
2018 J jnl
Who is the director of this movie? Automatic style recognition based on shot features.
CoRR
Michele Svanera, Mattia Savardi, Alberto Signoroni, András Bálint Kovács, Sergio Benini
2018 — conf
\beta -Hemolysis Detection on Cultured Blood Agar Plates by Convolutional Neural Networks.
MICCAI (2)
Mattia Savardi, Sergio Benini, Alberto Signoroni