Sergio Benini

University of Brescia — Italy

Computer Science · Physical Sciences

23h-index1.8kcitations94works2.12yr avg
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Research Topics

Video Analysis and Summarization(34), Music and Audio Processing(18), Advanced Image and Video Retrieval Techniques(14), Image Retrieval and Classification Techniques(11), Medical Image Segmentation Techniques(9)

Publications94 total

ATDD: Multi-lingual dataset for auto-tune detection in music recordings
Data in Brief·2026Open Access
Rewiring Development in Brain Segmentation: Leveraging Adult Brain Priors for Enhancing Infant MRI Segmentation
arXiv (Cornell University)·2025Open Access
Bimodal ECG and PCG Cardiovascular Disease Detection: Exploring the Potential and Modality Contribution
Journal of Medical Systems·2025· 1 citedOpen Access
Enhancing DL-Based Cell Segmentation of Microalgae with Classical Image Processing Priors
2025
Exploring the Creative Potential of AI in Filmmaking
2025· 1 citedOpen Access
Upskilling or deskilling? Measurable role of an AI-supported training for radiology residents: a lesson from the pandemic
Insights into Imaging·2025· 11 citedOpen Access
BIOSIG 2025 - Complete Volume
Fraunhofer-Publica (Fraunhofer-Gesellschaft)·2025Open Access
Toward a Clinically Integrated AI Framework for Personalized Spine Care
SSRN Electronic Journal·2025Open Access
Spectrogram-Based Detection of Auto-Tuned Vocals in Music Recordings
2024· 2 cited
External validation of SpineNetV2 on a comprehensive set of radiological features for grading lumbosacral disc pathologies
North American Spine Society Journal (NASSJ)·2024· 5 citedOpen Access
PGNN-based Approach for Robust 3D Light Direction Estimation in Outdoor Images
2024
SynthOutdoor: A synthetic dataset for 3D outdoor light estimation
Data in Brief·2024· 1 citedOpen Access
Spectrogram-Based Detection of Auto-Tuned Vocals in Music Recordings
arXiv (Cornell University)·2024Open Access
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data
Medical Image Analysis·2024· 9 citedOpen Access
CineScale2: a dataset of cinematic camera features in movies
Data in Brief·2023· 3 citedOpen Access
Recognition of Camera Angle and Camera Level in Movies from Single Frames
2023· 5 citedOpen Access
Cinescale2: A Dataset of Cinematic Camera Features in Movies
SSRN Electronic Journal·2023Open Access
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data
arXiv (Cornell University)·2022· 1 citedOpen Access
Automatic Indexing of Virtual Camera Features from Japanese Anime
Lecture notes in computer science·2022
CEREBRUM‐7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes
Human Brain Mapping·2021· 29 citedOpen Access
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Frequent Co-authors

Riccardo Leonardi(32), Mattia Savardi(13), Alberto Signoroni(11), Michele Svanera(11), Nicola Adami(10), Pierangelo Migliorati(10), Luca Canini(9), András Bálint Kovács(6), Gal Raz(4), Giancarlo Valente(4), Filippo Vaccher(3), Davide Farina(3), Khalil Khan(3), Lars Muckli(3), Rainer Goebel(3), Marc Cavazza(3), Paolo Gibellini(2), Marco Ravanelli(2), Andrea Borghesi(2), Roberto Maroldi(2)