Prof. Simone Palazzo - PeRCeiVe.AI Lab - Team Members
About Me
I received my academic education at the University of Catania, where I achieved my PhD degree in 2017. Since 2010, I collaborated with the PeRCeiVe Lab, where I started my research activity in the areas of computer vision and machine learning. Since 2020, I am an assistant professor at the University of Catania, where I carry out my teaching and scientific activity at the Department of Electrical, Electronic and Computer Engineering. My current research interests lie in the areas of biosignal analysis for medicine, continual learning in videos and reinforcement learning for robot navigation.
Academic staff
Papers
Projects
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 - 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 - 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, ...
2024 - Vito: Vision Transformer Optimization Via Knowledge Distillation On Decoders
Giovanni Bellitto, Renato Sortino, Paolo Spadaro, Simone Palazzo, Federica Proietto Salanitri, Giuseppe Fiameni, Efstratios Gavves, Concetto Spampinato
2024 - Saliency-driven experience replay for continual learning
Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara, Simone Palazzo, Concetto Spampinato
2024 - FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning
Luca Palazzo, Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato
2024 - Evidential Federated Learning for Skin Lesion Image Classification
Rutger Hendrix, Federica Proietto Salanitri, Concetto Spampinato, Simone Palazzo, Ulas Bagci
2024 - Magnifying facial micro-movements for cognitive evaluation
Raffaele Mineo, Federica Proietto Salanitri, Lisa Passarello, Alberto Sardella, Laura Messina, Manuela Pennisi, Daniela Giordano, Simone Palazzo, Concetto Spampinato
2024 - Wake-Sleep Consolidated Learning
Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Simone Palazzo, Concetto Spampinato
2024 - A convolutional-transformer model for ffr and ifr assessment from coronary angiography
Raffaele Mineo, F Proietto Salanitri, G Bellitto, I Kavasidis, O De Filippo, M Millesimo, GM De Ferrari, M Aldinucci, D Giordano, S Palazzo, F D’Ascenzo, C Spampinato
2024 - Coronary Artery Stenosis Assessment in X-Ray Angiography Through Spatio-Temporal Attention for Non-Invasive FFR and iFR Estimation.
Raffaele Mineo, Federica Proietto Salanitri, Giovanni Bellitto, Ovidio De Filippo, Fabrizio D'Ascenzo, Simone Palazzo, Concetto Spampinato
No Projects found.