Prof. Concetto Spampinato - PeRCeiVe.AI Lab - Team Members
About Me
Hakan's research focuses on computer vision and machine learning with a emphasis on weakly/unsupervised learning, multi-task/domain/modality learning, and 3D understanding.
Academic staff
Papers
Projects
2026 - SAM-guided prompt learning for Multiple Sclerosis lesion segmentation
Federica Proietto Salanitri, Giovanni Bellitto, Salvatore Calcagno, Ulas Bagci, Concetto Spampinato, Manuela Pennisi
2025 - Cyst-X: AI-Powered Pancreatic Cancer Risk Prediction from Multicenter MRI in Centralized and Federated Learning
Ulas Bagci, Hongyi Pan, Gorkem Durak, Elif Keles, Deniz Seyithanoglu, Zheyuan Zhang, Alpay Medetalibeyoglu, Halil Aktas, Andrea Bejar, Ziliang Hong, Yavuz Taktak, Gulbiz Kartal, Sukru Erturk, Timurhan Cebeci, Maria Gonzalez, Yury Velichko, Lili Zhao, Emil Agarunov, Federica Proietto Salanitri, Concetto Spampinato, Pallavi Tiwari, Ziyue Xu, Sachin Jambawalikar, Ivo Schoots, Marco Bruno, Chenchang Huang, Candice Bolan, Tamas Gonda, Frank Miller, Rajesh Keswani, Michael Wallace
2025 - Decoding attention from the visual cortex: fMRI-based prediction of human saliency maps
Salvatore Calcagno, Marco Finocchiaro, Giovanni Bellitto, Concetto Spampinato, Federica Proietto Salanitri
2025 - Learning Joint Text and Visual Tokens in CLIP for Medical Image Analysis
Raffaele Mineo, Giovanni Bellitto, Federica Proietto Salanitri, Rutger Hendrix, Concetto Spampinato, Simone Palazzo
2025 - Pre-Forgettable Models: Prompt Learning as a Native Mechanism for Unlearning
Rutger Hendrix, Giovanni Patanè, Leonardo G Russo, Simone Carnemolla, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Matteo Pennisi
2025 - Zero-Shot Decentralized Federated Learning
A. Masano, M. Pennisi, F. Proietto Salanitri, C. Spampinato, G. Bellitto
2025 - Pancreas Part Segmentation Under Federated Learning Paradigm
Ziliang Hong, Halil Ertugrul Aktas, Andrea Mia Bejar, Katherine Wu, Hongyi Pan, Gorkem Durak, Zheyuan Zhang, Sait Kayali, Temel Tirkes, Federica Proietto Salanitri, Concetto Spampinato, Michael Goggins, Tamas Gonda, Candice Bolan, Raj Keswani, Frank Miller, Michael Wallace, Ulas Bagci
2025 - Radar-based imaging for sign language recognition in medical communication
Raffaele Mineo, Gaia Caligiore, Federica Proietto Salanitri, Isaak Kavasidis, Senya Polikovsky, Sabina Fontana, Egidio Ragonese, Concetto Spampinato, Simone Palazzo
2025 - Gaze-Guided Medical Image Segmentation: A Training-Free Approach using SAM Foundation Model
Giulia Potgens, Rutger Hendrix, Cian Scannell, Ulas Bagci, Concetto Spampinato, Federica Proietto Salanitri
2025 - From Questions to Neural Insights: Towards Query-Based fMRI Decoding
Marco Finocchiaro, Salvatore Calcagno, Isaak Kavasidis, Amelia Sorrenti, Silvia Suchalova, Robert Hudec, Manuela Pennisi, Federica Proietto Salanitri, Concetto Spampinato
2025 - Non-invasive physiological assessment of intermediate coronary stenoses from plain angiography through artificial intelligence: the STARFLOW system
Ovidio De Filippo, Raffaele Mineo, Michele Millesimo, Wojciech Wańha, Federica Proietto Salanitri, Antonio Greco, Antonio Maria Leone, Luca Franchin, Simone Palazzo, Giorgio Quadri, Domenico Tuttolomondo, Enrico Fabris, Gianluca Campo, Alessandra Truffa Giachet, Francesco Bruno, Mario Iannaccone, Giacomo Boccuzzi, Nicola Gaibazzi, Ferdinando Varbella, Wojciech Wojakowski, Michele Maremmani, Guglielmo Gallone, Gianfranco Sinagra, Davide Capodanno, Giuseppe Musumeci, Paolo Boretto, Pawel Pawlus, Andrea Saglietto, Francesco Burzotta, Marco Aldinucci, Daniela Giordano, Gaetano Maria De Ferrari, Concetto Spampinato, Fabrizio D'Ascenzo
2025 - Text-aligned radar-based sign language recognition for healthcare communication
Raffaele Mineo, Amelia Sorrenti, Gaia Caligiore, Federica Proietto Salanitri, Giovanni Bellitto, Senya Polikovsky, Sabina Fontana, Egidio Ragonese, Concetto Spampinato, Simone Palazzo
2025 - Automated MoCA Score Estimation Using Eye-Gaze Data and Vision Transformers
Raffaele Mineo, Isaak Kavasidis, Federica Proietto Salanitri, Lisa Passarello, Giovanni Piccininno, Vincenzo Masciale, Alessandro Anselmo, Cristiano Convertino, Domenico Rotondi, Nicola Laurieri, Simone Palazzo, Concetto Spampinato, Manuela Pennisi, Daniela Giordano
2025 - Conditional Visuo-Textual Prompt Learning for Medical Image Analysis
Raffaele Mineo, Giovanni Bellitto, Federica Proietto Salanitri, Rutger Hendrix, Ulas Bagci, Daniela Giordano, Concetto Spampinato, Simone Palazzo
2025 - Eeg-music emotion recognition: Challenge overview
S Calcagno, S Carnemolla, I Kavasidis, S Palazzo, D Giordano, ...
B-FAIR
Bias-Free Artificial Intelligence methods for automated visual Recognition: detecting human prejudice in visual annotations and mitigating its effects on models’ learning
Mur
VONGOLA
Visual and nOise-eNhanced AI Analysis for Marine Biodiversity MonitorinG, Observation and LeArning
Mur
NEUROKIT2E
Mur e Commissione Europea