Publications

Giovanni Maria Farinella, Antonino Furnari, Francesco Ragusa, Emanuele Ragusa, Giuseppe Sorbello, Antonino Lopes, Luciano Santo, Marina Samarotto, Bartolo Scarso, Edoardo Scarso (2020). Metodo di assistenza virtuale relativo dispositivo e sistema. Patent Application number 102020000027759, filling date: 19/11/2020, Università degli Studi di Catania, Xenia Progetti S.R.L., Morpheos S.R.L.. 

Giovanni Maria Farinella, Giovanni Signorello, Antonino Furnari, Sebastiano Battiato, Emanuele Scuderi, Antonino Lopes, Luciano Santo, Marina Samarotto, Giovanni Distefano, Davide Giuseppe Marano (2018). Integrated Method With Wearable Kit For Behavioural Analysis And Augmented Vision (Italian Version: Metodo Integrato con Kit Indossabile per Analisi Comportamentale e Visione Aumentata). Patent Application number 102018000009545, filling date: 17/10/2018, Università degli Studi di Catania, Xenia Gestione Documentale S.R.L., IMC Service S.R.L.. 

Francesco Ragusa, Michele Mazzamuto, Rosario Forte, Irene D'Ambra, James Fort, Jakob Engel, Antonino Furnari, Giovanni Maria Farinella (2026). Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance. In IEEE Winter Conference on Application of Computer Vision (WACV). 

Ivan Rodin, Antonino Furnari, Giovanni Maria Farinella (2025). Egocentric Action Anticipation from Untrimmed Videos. IET Computer Vision. 

Salvatore Mario Carota, Alessandro Privitera, Daniele Di Mauro, Antonino Furnari, Giovanni Maria Farinella, Francesco Ragusa (2025). Benchmarking Neural Rendering Approaches for 3D Reconstruction of Underwater Environments. In International Conference on Computer Vision Theory and Applications (VISAPP)  

Marco Rosano, Danilo Leocata, Antonino Furnari, Giovanni Maria Farinella (2025). CrowdSim++: Unifying Crowd Navigation and Obstacle Avoidance . In International Conference on Agents and Artificial Intelligence (ICAART) . 

Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella (2024). Exploiting Multimodal Synthetic Data for Egocentric Human-Object Interaction Detection in an Industrial Scenario . Computer Vision and Image Understanding (CVIU). 

Michele Mazzamuto, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella (2024). Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object Supervision. Journal on Computing and Cultural Heritage (JOCCH). 

Rosario Forte, Michele Mazzamuto, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari (2024). World-map misalignment detection for visual navigation systems . In International Conference on Computer Vision Theory and Applications (VISAPP).

Luca Strano, Claudia Bonanno, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari (2024). GPT-Assist: Zero-Shot Conversational Assistance in Industrial Domains Exploiting Large Language Models . In International Conference on Image Processing and Video Engineering (IMPROVE).

Francesco Ragusa, Rosario Leonardi, Michele Mazzamuto, Claudia Bonanno, Rosario Scavo, Antonino Furnari, Giovanni Maria Farinella (2024). ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios . In IEEE Winter Conference on Application of Computer Vision (WACV). 

Rosario Leonardi, Antonino Furnari, Francesco Ragusa, Giovanni Maria Farinella (2024). Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection?. In European Conference on Computer Vision (ECCV). 

Camillo Quattrocchi, Antonino Furnari, Daniele Di Mauro, Mario Valerio Giuffrida, Giovanni Maria Farinella (2024). Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs. In European Conference on Computer Vision (ECCV).  

Michele Mazzamuto, Francesco Ragusa, Antonino Furnari, Irene D’Ambra, Antonia Guarriera, Armando Sorbello, Giovanni Maria Farinella (2024). A Mixed Reality Application to Help Impaired People Rehabilitate Outside Clinical Environments. In IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE). 

Antonino Furnari, Giovanni Maria Farinella (2023). Streaming egocentric action anticipation: an evaluation scheme and approach. Computer Vision and Image Understanding (CVIU).

Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella (2023). MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain. Computer Vision and Image Understanding (CVIU).

Marco Rosano, Antonino Furnari, Luigi Gulino, Corrado Santoro, Giovanni Maria Farinella (2023). Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation. Autonomous Robots . 

Rosario Scavo, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari (2023). Quasi-Online Detection of Take and Release Actions from Egocentric Videos . In International Conference on Image Analysis and Processing (ICIAP).    

Marco Rosano, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella (2023). MOVING: a MOdular and flexible platform for embodied VIsual NaviGation . In International Conference on Image Analysis and Processing (ICIAP). 

Claudia Bonanno, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella (2023). HERO: A Multi-Modal Approach on Mobile Devices for Visual-Aware Conversational Assistance in Industrial Domains . In International Conference on Image Analysis and Processing (ICIAP).

Luigi Seminara, Francesco Ragusa, Rosario Leonardi, Giovanni Maria Farinella, Antonino Furnari (2023). An AR-Based Tool for Acquisition and Automatic Labeling of Human-Object Interactions From First Person Vision . In IEEE Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE).

Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari, Antonino Lopes, Marco Moltisanti, Giovanni Maria Farinella (2023). Put Your PPE On: A Tool for Synthetic Data Generation and Related Benchmark in Construction Site Scenarios . In International Conference on Computer Vision Theory and Applications (VISAPP) . 

Michele Mazzamuto, Francesco Ragusa, Alessandro Resta, Giovanni Maria Farinella, Antonino Furnari (2023). A Wearable Device Application for Human-Object Interactions Detection. . In International Conference on Computer Vision Theory and Applications (VISAPP).

Francesco Ragusa, Antonino Furnari, Antonino Lopes, Marco Moltisanti, Emanuele Ragusa, Marina Samarotto, Luciano Santo, Nicola Picone, Leo Scarso, Giovanni Maria Farinella (2023). ENIGMA: Egocentric Navigator for Industrial Guidance, Monitoring and Anticipation . In International Conference on Computer Vision Theory and Applications (VISAPP).

Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari (2023). StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. 

Giovanni Maria Farinella, Antonino Furnari, Francesco Ragusa (2023). Wearable Visual Intelligence to Assist Humans in Workplaces. In Ital-IA 2023: 3rd National Conference on Artificial Intelligence, organized by CINI, May 29–31, 2023, Pisa, Italy.     

Michele Mazzamuto, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella (2022). Weakly Supervised Attended Object Detection Using Gaze Data as Annotations . In International Conference on Image Analysis and Processing (ICIAP) . 

Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella (2022). Egocentric Human-Object Interaction Detection Exploiting Synthetic Data . In International Conference on Image Analysis and Processing (ICIAP) . 

Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari, Giovanni Maria Farinella (2022). Panoptic Segmentation in Industrial Environments using Synthetic and Real Data . In International Conference on Image Analysis and Processing (ICIAP) .

Ivan Rodin, Antonino Furnari, Dimitrios Mavroedis, Giovanni Maria Farinella (2022). Untrimmed Action Anticipation . In International Conference on Image Analysis and Processing (ICIAP) . 

Claudia Bonanno, Francesco Ragusa, Rosario Leonardi, Antonino Furnari, Giovanni Maria Farinella (2022). HERO: An Artificial Conversational Assistant to Support Humans in Industrial Scenarios . In International Conference on Signal Processing and Multimedia Applications (SIGMAP) .