Francesco Rundo

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 79

Top Topics

Outcome Prediction

Semantic Segmentation

Top Venues

Publications

Francesco Rundo, Michele Calabretta, Alessandro Sitta, Michael Sebastian Rundo, Sebastiano Battiato, Angelo Alberto Messina
Deep Learning for Risk Assessment in Automotive Applications. MetroAutomotive (2024)
Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo
SalFoM: Dynamic Saliency Prediction with Video Foundation Models. CoRR (2024)
Francesco Rundo, Michele Calabretta, Michael Sebastian Rundo, Giulia Castagnolo, Carmelo Pino, Sebastiano Battiato, Angelo Alberto Messina
Intelligent Electrical Assessment of Silicon and Silicon Carbide Wafers for Power Applications in Automotive Field. MetroAutomotive (2024)
Ruggero Donida Labati, Vincenzo Piuri, Francesco Rundo, Fabio Scotti
Iris Reflection Segmentation from Ocular Images Acquired in Uncontrolled and Uncooperative Conditions. CIVEMSA (2023)
Alessia Rondinella, Francesco Guarnera, Oliver Giudice, Alessandro Ortis, Francesco Rundo, Sebastiano Battiato
Attention-Based Convolutional Neural Network for CT Scan COVID-19 Detection. ICASSP Workshops (2023)
Renato Sortino, Simone Palazzo, Francesco Rundo, Concetto Spampinato
Transformer-based image generation from scene graphs. Comput. Vis. Image Underst. 233 (2023)
Francesco Rundo, Sabrina Conoci, Sebastiano Battiato, Carmelo Pino, Massimo Villari, Angelo Genovese, Stefanos D. Kollias, Konstantinos N. Plataniotis
Editorial: Deep neural computing for advanced automotive system applications. Frontiers Comput. Sci. 5 (2023)
Alessia Spitalleri, Isaak Kavasidis, Vincenzo Cartelli, Raffaele Mineo, Francesco Rundo, Simone Palazzo, Concetto Spampinato, Daniela Giordano
BioTrak: A Blockchain-based Platform for Food Chain Logistics Traceability. CoRR (2023)
Giulia Castagnolo, Concetto Spampinato, Francesco Rundo, Daniela Giordano, Simone Palazzo
A baseline on continual learning methods for video action recognition. CoRR (2023)
Pasquale Coscia, Angelo Genovese, Vincenzo Piuri, Francesco Rundo, Fabio Scotti
Tree-based Optimization for Image-to-Image Translation with Imbalanced Datasets on the Edge. CIVEMSA (2023)
Giuseppe Vecchio, Luca Prezzavento, Carmelo Pino, Francesco Rundo, Simone Palazzo, Concetto Spampinato
MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes. CoRR (2023)
Francesco Rundo
Perceptive Deep Learning in Advanced Driver Assistance Systems. IMPROVE (2023)
Francesco Rundo
Deep Learning Systems for Advanced Driving Assistance. CoRR (2023)
Francesco Guarnera, Alessia Rondinella, Oliver Giudice, Alessandro Ortis, Sebastiano Battiato, Francesco Rundo, Giorgio Fallica, Francesco Traina, Sabrina Conoci
Early Detection of Hip Periprosthetic Joint Infections Through CNN on Computed Tomography Images. ICIAP (2) (2023)
Carmelo Pino, Alessandro Sitta, Giulia Castagnolo, Angelo Alberto Messina, Salvatore Coffa, Michele Calabretta, Fabio Scotti, Angelo Genovese, Vincenzo Piuri, Concetto Spampinato, Francesco Rundo
Intelligent Traction Inverter in Next Generation Electric Vehicles: The Health Monitoring of Silicon-Carbide Power Modules. IEEE Trans. Intell. Veh. 8 (12) (2023)
Francesco Rundo, Concetto Spampinato, Michael Rundo
Car-Driver Drowsiness Assessment through 1D Temporal Convolutional Networks. CoRR (2023)
Massimo Orazio Spata, Sebastiano Battiato, Alessandro Ortis, Francesco Rundo, Michele Calabretta, Carmelo Pino, Angelo Alberto Messina
Deep Learning Algorithm for Advanced Level-3 Inverse-Modeling of Silicon-Carbide Power MOSFET Devices. CoRR (2023)
Francesco Rundo, Michael Sebastian Rundo, Concetto Spampinato
Visual Saliency Detection in Advanced Driver Assistance Systems. CoRR (2023)
Giulia Castagnolo, Concetto Spampinato, Francesco Rundo, Daniela Giordano, Simone Palazzo
A Baseline on Continual Learning Methods for Video Action Recognition. ICIP (2023)
Ruggero Donida Labati, Vincenzo Piuri, Francesco Rundo, Fabio Scotti
MultiCardioNet: Interoperability between ECG and PPG biometrics. Pattern Recognit. Lett. 175 (2023)
Giuseppe Vecchio, Luca Prezzavento, Carmelo Pino, Francesco Rundo, Simone Palazzo, Concetto Spampinato
: A graph transformer for semantic segmentation of 3D meshes. Comput. Vis. Image Underst. 235 (2023)
Simonetta Panerai, Valentina Catania, Francesco Rundo, Domenica Tasca, Sabrina Musso, Claudio Babiloni, Giuseppina Prestianni, Stefano Muratore, Raffaele Ferri
Functional Living Skills in Patients with Major Neurocognitive Disorder Due to Degenerative or Non-Degenerative Conditions: Effectiveness of a Non-Immersive Virtual Reality Training. Sensors 23 (4) (2023)
Francesco Rundo, Concetto Spampinato, Michael Rundo
Non-Linear Self Augmentation Deep Pipeline for Cancer Treatment outcome Prediction. CoRR (2023)
Francesco Rundo, Roberto Leotta, Sebastiano Battiato
Objects Motion Detection in Domain-adapted Assisted Driving. IMPROVE (2022)
Francesco Rundo, Ilaria Anfuso, Maria Grazia Amore, Alessandro Ortis, Angelo Alberto Messina, Sabrina Conoci, Sebastiano Battiato
Advanced eNose-Driven Pedestrian Tracking Pipeline for Intelligent Car Driver Assisting System: Preliminary Results. Sensors 22 (2) (2022)
Francesco Rundo, Carmelo Pino, Riccardo Emanuele Sarpietro, Concetto Spampinato, Federica Proietto Salanitri
A Hierarchical 3D Segmentation Model for Cone-Beam Computed Tomography Dental-Arch Scans. ICPR Workshops (1) (2022)
Ruggero Donida Labati, Vincenzo Piuri, Francesco Rundo, Fabio Scotti
Photoplethysmographic biometrics: A comprehensive survey. Pattern Recognit. Lett. 156 (2022)
Matteo Pennisi, Federica Proietto Salanitri, Simone Palazzo, Carmelo Pino, Francesco Rundo, Daniela Giordano, Concetto Spampinato
GAN Latent Space Manipulation and Aggregation for Federated Learning in Medical Imaging. DeCaF/FAIR@MICCAI (2022)
Francesco Rundo, Roberto Leotta, Angelo Alberto Messina, Sebastiano Battiato
Advanced Assisted Car Driving in Low-light Scenarios. IMPROVE (2022)
Francesco Rundo, Angelo Alberto Messina, Michele Calabretta, Matteo Dilonardo, Salvatore Coffa, Concetto Spampinato
Deep Learning Car Driver Motion Magnified Saccadic Eye Movements for Advanced Driving Assistance System. IJCNN (2022)
Francesco Rundo, Carmelo Pino, Riccardo Emanuele Sarpietro, Concetto Spampinato
SARS-CoV-2 Induced Pneumonia Early Detection System Based on Chest X-Ray Images Analysis by Jacobian-Regularized Deep Network. ICPR Workshops (1) (2022)
Riccardo Emanuele Sarpietro, Carmelo Pino, Salvatore Coffa, Angelo Alberto Messina, Simone Palazzo, Sebastiano Battiato, Concetto Spampinato, Francesco Rundo
Explainable Deep Learning System for Advanced Silicon and Silicon Carbide Electrical Wafer Defect Map Assessment. IEEE Access 10 (2022)
Carmelo Pino, Simone Palazzo, Francesca Trenta, F. Cordero, Ulas Bagci, Francesco Rundo, Sebastiano Battiato, Daniela Giordano, Marco Aldinucci, Concetto Spampinato
Interpretable Deep Model For Predicting Gene-Addicted Non-Small-Cell Lung Cancer In Ct Scans. ISBI (2021)
Simone Palazzo, Francesca Murabito, Carmelo Pino, Francesco Rundo, Daniela Giordano, Mubarak Shah, Concetto Spampinato
Exploiting structured high-level knowledge for domain-specific visual classification. Pattern Recognit. 112 (2021)
Francesco Rundo, Roberto Leotta, Francesca Trenta, Giovanni Bellitto, Federica Proietto Salanitri, Vincenzo Piuri, Angelo Genovese, Ruggero Donida Labati, Fabio Scotti, Concetto Spampinato, Sebastiano Battiato
Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving. IMPROVE (2021)
Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Sebastiano Battiato
Advanced Deep Network with Attention and Genetic-Driven Reinforcement Learning Layer for an Efficient Cancer Treatment Outcome Prediction. ICIP (2021)
Matteo Pennisi, Isaak Kavasidis, Concetto Spampinato, Vincenzo Schininà, Simone Palazzo, Francesco Rundo, Massimo Cristofaro, Paolo Campioni, Elisa Pianura, Federica Di Stefano, Ada Petrone, Fabrizio Albarello, Giuseppe Ippolito, Salvatore Cuzzocrea, Sabrina Conoci
An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans. CoRR (2021)
Giovanni Bellitto, Federica Proietto Salanitri, Simone Palazzo, Francesco Rundo, Daniela Giordano, Concetto Spampinato
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction. Int. J. Comput. Vis. 129 (12) (2021)
Francesco Rundo, Francesca Trenta, Roberto Leotta, Sebastiano Battiato
Deep Visio-PhotoPlethysmoGraphy Reconstruction Pipeline for Non-invasive Cuff-less Blood Pressure Estimation. IMPROVE (2021)
Piero Giorgio Fallica, Davide Lena, Francesco Rundo, Sabrina Conoci
Miniaturized Wearable Optical Silicon Sensor for PPG Measurements. AISEM (2021)
Francesco Rundo
Intelligent Real-Time Deep System for Robust Objects Tracking in Low-Light Driving Scenario. Comput. 9 (11) (2021)
Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Sebastiano Battiato
Advanced Densely Connected System with Embedded Spatio-Temporal Features Augmentation for Immunotherapy Assessment. IJCNN (2021)
Francesco Rundo, Angelo Genovese, Roberto Leotta, Fabio Scotti, Vincenzo Piuri, Sebastiano Battiato
Advanced 3D Deep Non-Local Embedded System for Self-Augmented X-Ray-based COVID-19 Assessment. ICCVW (2021)
Francesco Rundo, Sabrina Conoci, Concetto Spampinato, Roberto Leotta, Francesca Trenta, Sebastiano Battiato
Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case. Frontiers Neuroinformatics 15 (2021)
Matteo Pennisi, Isaak Kavasidis, Concetto Spampinato, Vincenzo Schininà, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Francesco Rundo, Marco Aldinucci, Massimo Cristofaro, Paolo Campioni, Elisa Pianura, Federica Di Stefano, Ada Petrone, Fabrizio Albarello, Giuseppe Ippolito, Salvatore Cuzzocrea, Sabrina Conoci
An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans. Artif. Intell. Medicine 118 (2021)
Alessandro Ortis, Marco Grisanti, Francesco Rundo, Sebastiano Battiato
A Benchmark Evaluation of Adaptive Image Compression for Multi Picture Object Stereoscopic Images. J. Imaging 7 (8) (2021)
Simonetta Panerai, Donatella Gelardi, Valentina Catania, Francesco Rundo, Domenica Tasca, Sabrina Musso, Giuseppina Prestianni, Stefano Muratore, Claudio Babiloni, Raffaele Ferri
Functional Living Skills: A Non-Immersive Virtual Reality Training for Individuals with Major Neurocognitive Disorders. Sensors 21 (17) (2021)
Angelo Genovese, Vincenzo Piuri, Francesco Rundo, Fabio Scotti, Concetto Spampinato
Driver Attention Assistance by Pedestrian/Cyclist Distance Estimation from a Single RGB Image: A CNN-based Semantic Segmentation Approach. ICIT (2021)
Giuseppe Vecchio, Simone Palazzo, Daniela Giordano, Francesco Rundo, Concetto Spampinato
MASK-RL: Multiagent Video Object Segmentation Framework Through Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Simone Palazzo, Giovanni Bellitto, Luca Prezzavento, Francesco Rundo, Ulas Bagci, Daniela Giordano, Rosalia Leonardi, Concetto Spampinato
Deep Multi-stage Model for Automated Landmarking of Craniomaxillofacial CT Scans. ICPR (2020)
Giovanni Bellitto, Federica Proietto Salanitri, Simone Palazzo, Francesco Rundo, Daniela Giordano, Concetto Spampinato
Video Saliency Detection with Domain Adaptation using Hierarchical Gradient Reversal Layers. CoRR (2020)
Simone Palazzo, Dario Calogero Guastella, Luciano Cantelli, Paolo Spadaro, Francesco Rundo, Giovanni Muscato, Daniela Giordano, Concetto Spampinato
Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss. IROS (2020)
Francesco Rundo, Giuseppe Luigi Banna, Luca Prezzavento, Francesca Trenta, Sabrina Conoci, Sebastiano Battiato
3D Non-Local Neural Network: A Non-Invasive Biomarker for Immunotherapy Treatment Outcome Prediction. Case-Study: Metastatic Urothelial Carcinoma. J. Imaging 6 (12) (2020)
Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Concetto Spampinato, Luc Bidaut, Xujiong Ye, Stefanos D. Kollias, Sebastiano Battiato
Advanced Non-linear Generative Model with a Deep Classifier for Immunotherapy Outcome Prediction: A Bladder Cancer Case Study. ICPR Workshops (1) (2020)
Simone Palazzo, Francesco Rundo, Sebastiano Battiato, Daniela Giordano, Concetto Spampinato
Visual Saliency Detection guided by Neural Signals. FG (2020)
Ruggero Donida Labati, Vincenzo Piuri, Francesco Rundo, Fabio Scotti, Concetto Spampinato
Biometric Recognition of PPG Cardiac Signals Using Transformed Spectrogram Images. ICPR Workshops (8) (2020)
Francesca Murabito, Simone Palazzo, Federica Proietto Salanitri, Francesco Rundo, Ulas Bagci, Daniela Giordano, Rosalia Leonardi, Concetto Spampinato
Deep Recurrent-Convolutional Model for Automated Segmentation of Craniomaxillofacial CT Scans. ICPR (2020)
Simone Palazzo, Dario Calogero Guastella, Luciano Cantelli, Paolo Spadaro, Francesco Rundo, Giovanni Muscato, Daniela Giordano, Concetto Spampinato
Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss. CoRR (2020)
Francesco Rundo, Francesca Trenta, Roberto Leotta, Concetto Spampinato, Vincenzo Piuri, Sabrina Conoci, Ruggero Donida Labati, Fabio Scotti, Sebastiano Battiato
Advanced Temporal Dilated Convolutional Neural Network for a Robust Car Driver Identification. ICPR Workshops (8) (2020)
Isaak Kavasidis, Carmelo Pino, Simone Palazzo, Francesco Rundo, Daniela Giordano, P. Messina, Concetto Spampinato
A Saliency-Based Convolutional Neural Network for Table and Chart Detection in Digitized Documents. ICIAP (2) (2019)
Francesca Trenta, Sabrina Conoci, Francesco Rundo, Sebastiano Battiato
Advanced Motion-Tracking System with Multi-Layers Deep Learning Framework for Innovative Car-Driver Drowsiness Monitoring. FG (2019)
Francesco Rundo, Francesca Trenta, Agatino Luigi Di Stallo, Sebastiano Battiato
Advanced Markov-Based Machine Learning Framework for Making Adaptive Trading System. Comput. 7 (1) (2019)
Francesco Rundo, Sergio Rinella, Simona Massimino, Marinella Coco, Giorgio Fallica, Rosalba Parenti, Sabrina Conoci, Vincenzo Perciavalle
An Innovative Deep Learning Algorithm for Drowsiness Detection from EEG Signal. Comput. 7 (1) (2019)
Francesco Rundo, Alessandro Ortis, Sebastiano Battiato, Sabrina Conoci
Advanced Multi-neural System for Cuff-less Blood Pressure Estimation through Nonlinear HC-features. ICETE (1) (2019)
Francesco Rundo, Giuseppe Luigi Banna, Sabrina Conoci
Bio-Inspired Deep-CNN Pipeline for Skin Cancer Early Diagnosis. Comput. 7 (3) (2019)
Simonetta Panerai, Valentina Catania, Francesco Rundo, Vitoantonio Bevilacqua, Antonio Brunetti, Claudio De Meo, Donatella Gelardi, Claudio Babiloni, Raffaele Ferri
Feasibility of a Non-immersive Virtual Reality Training on Functional Living Skills Applied to Person with Major Neurocognitive Disorder. ICIC (3) (2019)
Francesco Rundo, Sabrina Conoci, Alessandro Ortis, Sebastiano Battiato
An Advanced Bio-Inspired PhotoPlethysmoGraphy (PPG) and ECG Pattern Recognition System for Medical Assessment. Sensors 18 (2) (2018)
Salvatore Petralia, Emanuele Luigi Sciuto, Salvo Mirabella, Francesco Priolo, Francesco Rundo, Sabrina Conoci
Nickel Based Biosensor for Biomolecules Recognition. Sensors (2018)
Francesco Rundo, Salvatore Petralia, Giorgio Fallica, Sabrina Conoci
A Nonlinear Pattern Recognition Pipeline for PPG/ECG Medical Assessments. Sensors (2018)
Sabrina Conoci, Francesco Rundo, Giorgio Fallica, Davide Lena, Irene Buraioli, Danilo Demarchi
Live Demonstration of Portable Systems based on Silicon Sensors for the monitoring of Physiological Parameters of Driver Drowsiness and Pulse Wave Velocity. BioCAS (2018)
Francesco Rundo, Alessandro Ortis, Sebastiano Battiato, Sabrina Conoci
Advanced Bio-Inspired System for Noninvasive Cuff-Less Blood Pressure Estimation from Physiological Signal Analysis. Comput. 6 (3) (2018)
Vincenzo Vinciguerra, Emilio Ambra, Lidia Maddiona, Mario Francesco Romeo, Massimo Mazzillo, Francesco Rundo, Giorgio Fallica, Francesco di Pompeo, Antonio Maria Chiarelli, Filippo Zappasodi, Arcangelo Merla, Alessandro Busacca, Saverio Guarino, Antonino Parisi, Riccardo Pernice
PPG/ECG Multisite Combo System Based on SiPM Technology. Sensors (2018)
Francesco Rundo, Sabrina Conoci, Giuseppe L. Banna, Alessandro Ortis, Filippo Stanco, Sebastiano Battiato
Evaluation of Levenberg-Marquardt neural networks and stacked autoencoders clustering for skin lesion analysis, screening and follow-up. IET Comput. Vis. 12 (7) (2018)
Francesco Rundo, Sabrina Conoci, Giuseppe L. Banna, Filippo Stanco, Sebastiano Battiato
Bio-Inspired Feed-Forward System for Skin Lesion Analysis, Screening and Follow-Up. ICIAP (2) (2017)
Sabrina Conoci, Francesco Rundo, Salvatore Petralia, Sebastiano Battiato
Advanced skin lesion discrimination pipeline for early melanoma cancer diagnosis towards PoC devices. ECCTD (2017)
Salvatore Petralia, Francesco Rundo, Sabrina Conoci, Maria L. Di Pietro, Emanuele L. Sciuto, Salvo Mirabella
Electrochemical biosensor for PCR free nucleic acids detection: A novel biosensor containing three planar microelectrodes for melocular diagnostic applications. ECCTD (2017)
Vincenzo Vinciguerra, Emilio Ambra, Lidia Maddiona, Salvatore Oliveri, Mario Francesco Romeo, Massimo Mazzillo, Francesco Rundo, Giorgio Fallica
Progresses towards a processing pipeline in photoplethysmogram (PPG) based on SiPMs. ECCTD (2017)
Salvatore Petralia, Francesco Rundo, Sabrina Conoci, Emanuele L. Sciuto, Salvatore Mirabella, Francesco Priolo
Miniaturized electrochemical cells for sensing applications: Silicon device containing three planar microelectrodes for electrochemical sensing. ECCTD (2017)
Peter Baumann, Paolo Mazzetti, Joachim Ungar, Roberto Barbera, Damiano Barboni, Alan Beccati, Lorenzo Bigagli, Enrico Boldrini, Riccardo Bruno, Antonio Calanducci, Piero Campalani, D. Oliver Clements, Alex Mircea Dumitru, Mike Grant, Pasquale Herzig, George Kakaletris, John Laxton, Panagiota Koltsida, Kinga Lipskoch, Alireza Rezaei Mahdiraji, Simone Mantovani, Vlad Merticariu, Antonio Messina, Dimitar Misev, Stefano Natali, Stefano Nativi, Jelmer Oosthoek, Marco Pappalardo, James Passmore, Angelo Pio Rossi, Francesco Rundo, Marcus Sen, Vittorio Sorbera, Don V. Sullivan, Mario Torrisi, Leonardo Trovato, Maria Grazia Veratelli, Sebastian Wagner
Big Data Analytics for Earth Sciences: the EarthServer approach. Int. J. Digit. Earth 9 (1) (2016)
Alessandro Ortis, Francesco Rundo, Giuseppe Di Giore, Sebastiano Battiato
Adaptive Compression of Stereoscopic Images. ICIAP (1) (2013)
Sebastiano Battiato, Francesco Rundo
A bio-inspired CNN with re-indexing engine for lossless DNA microarray compression and segmentation. ICIP (2009)
Sebastiano Battiato, Francesco Rundo, Filippo Stanco
An Improved Image Re-indexing Technique by Self Organizing Motor Maps. CCIW (2009)
Sebastiano Battiato, Francesco Rundo
A Novel Chaotic Coding System for Lossy Image Compression. VISAPP (1) (2008)
Sebastiano Battiato, Francesco Rundo, Filippo Stanco
A Novel Image Re-Indexing by Self Organizing Motor Maps. ICIP (6) (2007)
Sebastiano Battiato, Francesco Rundo, Filippo Stanco
Self Organizing Motor Maps for Color-Mapped Image Re-Indexing. IEEE Trans. Image Process. 16 (12) (2007)
Sebastiano Battiato, Francesco Rundo, Filippo Stanco
Color Palette Images Re-indexing by Self Organizing Motor Maps. Eurographics Italian Chapter Conference (2006)