Antonino FURNARI
Professore associato di Informatica [INFO-01/A]
Antonino Furnari è Professore Associato presso il Dipartimento di Matematica e Informatica dell’Università di Catania. Ha conseguito la Laurea Triennale, la Laurea Magistrale e il Dottorato di Ricerca in Informatica presso lo stesso Ateneo nel 2010, 2013 e 2017. Dal 2012 è membro dell’Image Processing Laboratory (IPLAB), dove svolge attività di ricerca nell’ambito della Computer Vision, del Pattern Recognition e del Machine Learning, con particolare attenzione alla First Person Vision e ai sistemi intelligenti per l’analisi e l’anticipazione delle interazioni uomo-oggetto da video indossabili. È autore di due brevetti e di oltre 50 pubblicazioni su riviste e conferenze internazionali di alto profilo, alcune delle quali riconosciute con premi e selezioni come presentazioni oral in sedi quali ECCV, ICCV e CVPR.
Ha ricoperto ruoli di responsabilità scientifica nell’organizzazione di eventi internazionali, tra cui le serie di workshop ACVR, EPIC, Ego4D ed EgoVis, e la International Computer Vision Summer School (ICVSS). È Associate Editor delle riviste IEEE Transactions on Pattern Analysis and Machine Intelligence e Pattern Recognition, e ha servito come Area Chair per conferenze di riferimento quali ICCV, CVPR, NeurIPS, WACV e ICRA. È Senior Member IEEE, membro di CVF e CVPL.
| 2026 | Journal | Mur-Labadia, Martinez-Cantin, Guerrero, Farinella, Furnari (2026). Integrating Affordances and Attention models for Short-Term Object Interaction Anticipation. IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1-17. |
| 2025 | Journal | Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zach Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, Maria Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Jain, Rawal Khirodkar, Devansh Kukreja, Kevin J. Liang, Jia-Wei Liu, Sagnik Majumder, Yongsen Mao, Miguel Martin, Effrosyni Mavroudi, Tushar Nagarajan, Francesco Ragusa, Santhosh Kumar Ramakrishnan, Luigi Seminara, Arjun Somayazulu, Yale Song, Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang, Angela Castillo, Changan Chen, Xinzhu Fu, Ryosuke Furuta, Cristina González, Prince Gupta, Jiabo Hu, Yifei Huang, Yiming Huang, Weslie Khoo, Anush Kumar, Robert Kuo, Sach Lakhavani, Miao Liu, Mi Luo, Zhengyi Luo, Brighid Meredith, Austin Miller, Oluwatumininu Oguntola, Xiaqing Pan, Penny Peng, Shraman Pramanick, Merey Ramazanova, Fiona Ryan, Wei Shan, Kiran Somasundaram, Chenan Song, Audrey Southerland, Masatoshi Tateno, Huiyu Wang, Yuchen Wang, Takuma Yagi, Mingfei Yan, Xitong Yang, Zecheng Yu, Shengxin Cindy Zha, Chen Zhao, Ziwei Zhao, Zhifan Zhu, Jeff Zhuo, Pablo Arbeláez, Gedas Bertasius, David Crandall, Dima Damen, Jakob Engel, Giovanni Maria Farinella, Antonino Furnari, Bernard Ghanem, Judy Hoffman, C. V. Jawahar, Richard Newcombe, Hyun Soo Park, James M. Rehg, Yoichi Sato, Manolis Savva, Jianbo Shi, Mike Zheng Shou, Michael Wray (2025). Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. International Journal of Computer Vision. |
| 2025 | Conference | Alessandro Sebastiano Catinello, Giovanni Maria Farinella, Antonino Furnari (2025). Online Detection of End of Take and Release actions from Egocentric Videos. In International Conference on Computer Vision Theory and Applications (VISAPP) . |
| 2025 | Conference | 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) . |
| 2025 | Conference | Mazzamuto, Furnari, Sato, Farinella(2025). Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities. In IEE/CVF Conference on Computer Vision and Patter Recognition. |
| 2025 | Conference | Antonio Finocchiaro, Alessandro Sebastiano Catinello, Michele Mazzamuto, Rosario Leonardi, Antonino Furnari, Giovanni Maria Farinella (2025). A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains. In Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) Workshops. |
| 2025 | Conference | Asfand Yaar, Ivan Rodin, Giovanni Maria Farinella, Antonino Furnari (2025). A Benchmark of Egocentric Scene Graph Prediction Methods for Understanding Human-Object Interactions. In Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) Workshops. |
| 2025 | Conference | Zaira Manigrasso, Antonio Finocchiaro, Davide Manara, Rosario Forte, Moritz Nottebaum, Matteo Dunnhofer, Giovanni Maria Farinella, Antonino Furnari, Christian Micheloni (2025). T-EVO: Tracking in Egovision for Online Visual Episodic Memory. In Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP). |
| 2025 | Conference | Alessandro Sebastiano Catinello, Matteo Dunnhofer, Giovanni Maria Farinella, Emanuele Frontoni, Antonino Furnari, Christian Micheloni, Marina Paolanti, Rocco Pietrini, Devis Salierno, Lorenzo Stacchio, Asfand Yaar (2025). Ego and exo views for an object-level human behavior analysis and understanding through tracking in retail spaces. In Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP). |
| 2025 | Conference | Giuseppe Lando, Rosario Forte, Giovanni Maria Farinella, Antonino Furnari (2025). How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering?. In Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP). |
| 2025 | Conference | Antonio Finocchiaro, Giovanni Maria Farinella, Antonino Furnari (2025). Efficient Calisthenics Skills Classification through Foreground Instance Selection and Depth Estimation. In Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP). |
| 2025 | Conference | Alessandro Sebastiano Catinello, Giovanni Maria Farinella, Antonino Furnari (2025). Mamba-OTR: a Mamba-based Solution for Online Take and Release Detection from Untrimmed Egocentric Video. In Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP). |
| 2024 | Journal | Chiara Plizzari, Gabriele Goletto, Antonino Furnari, Siddhant Bansal, Francesco Ragusa, Giovanni Maria Farinella, Dima Damen, Tatiana Tommasi(2024). An Outlook into the Future of Egocentric Vision . International Journal of Computer Vision (IJCV) . |
| 2024 | Journal | 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) . |
| 2024 | Journal | 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) . |
| 2024 | Journal | Grauman, Westbury, Byrne, Cartillier, Chavis, Furnari, Girdhar, Hamburger, Jiang, Kukreja, Liu, Liu, Martin, Nagarajan, Radosavovic, Ramakrishnan, Ryan, Sharma, Wray, Xu, Xu, Zhao, Bansal, Batra, Crane, Do, Doulaty, Erapalli, Feichtenhofer, Fragomeni, Fu, Gebreselasie, Gonzalez, Hillis, Huang, Huang, Jia, Khoo, Kolar, Kottur, Kumar, Landini, Li, Li, Li, Mangalam, Modhugu, Munro, Murrell, Nishiyasu, Price, Puentes, Ramazanova, Sari, Somasundaram, Southerland, Sugano, Tao, Vo, Wang, Wu, Yagi, Zhao, Zhu, Arbelaez, Crandall, Damen, Farinella, Fuegen, Ghanem, Ithapu, Jawahar, Joo, Kitani, Li, Newcombe, Oliva, Park, Rehg, Sato, Shi, Shou, Torralba, Torresani, Yan, Malik (2024). Ego4D: Around the World in 3,000 Hours of Egocentric Video. IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1–32. |
| 2024 | Conference | Antonio Finocchiaro, Giovanni Maria Farinella, Antonino Furnari (2024). Calisthenics Skills Temporal Video Segmentation . In International Conference on Computer Vision Theory and Applications (VISAPP) . |
| 2024 | Conference | Asfand Yaar, Antonino Furnari, Marco Rosano, Aki Härmä, Giovanni Maria Farinella (2024). Finding and Navigating to Humans in Complex Environments for Assistive Task . In International Conference on Computer Vision Theory and Applications (VISAPP) . |
| 2024 | Conference | Luca Strano, Claudia Bonanno, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari (2024). HERO-GPT: Zero-Shot Conversational Assistance in Industrial Domains Exploiting Large Language Models . In International Conference on Image Processing and Video Engineering (IMPROVE) . |
| 2024 | Conference | 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) . |
| 2024 | Conference | Alessandro Flaborea, Guido D’Amely, Leonardo Plini, Luca Scofano, Edoardo De Matteis, Antonino Furnari, Giovanni Maria Farinella, Fabio Galasso (2024). PREGO: online mistake detection in PRocedural EGOcentric videos . In Conference on Computer Vision and Pattern Recognition (CVPR) . |
| 2024 | Conference | Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zach Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, Maria Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Jain, Rawal Khirodkar, Devansh Kukreja, Kevin J Liang, Jia-Wei Liu, Sagnik Majumder, Yongsen Mao, Miguel Martin, Effrosyni Mavroudi, Tushar Nagarajan, Francesco Ragusa, Santhosh Kumar Ramakrishnan, Luigi Seminara, Arjun Somayazulu, Yale Song, Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang, Angela Castillo, Changan Chen, Xinzhu Fu, Ryosuke Furuta, Cristina Gonzalez, Prince Gupta, Jiabo Hu, Yifei Huang, Yiming Huang, Weslie Khoo, Anush Kumar, Robert Kuo, Sach Lakhavani, Miao Liu, Mi Luo, Zhengyi Luo, Brighid Meredith, Austin Miller, Oluwatumininu Oguntola, Xiaqing Pan, Penny Peng, Shraman Pramanick, Merey Ramazanova, Fiona Ryan, Wei Shan, Kiran Somasundaram, Chenan Song, Audrey Southerland, Masatoshi Tateno, Huiyu Wang, Yuchen Wang, Takuma Yagi, Mingfei Yan, Xitong Yang, Zecheng Yu, Shengxin Cindy Zha, Chen Zhao, Ziwei Zhao, Zhifan Zhu, Jeff Zhuo, Pablo Arbelaez, Gedas Bertasius, David Crandall, Dima Damen, Jakob Engel, Giovanni Maria Farinella, Antonino Furnari, Bernard Ghanem, Judy Hoffman, C. V. Jawahar, Richard Newcombe, Hyun Soo Park, James M. Rehg, Yoichi Sato, Manolis Savva, Jianbo Shi, Mike Zheng Shou, Michael Wray (2024). Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives . In Conference on Computer Vision and Pattern Recognition (CVPR) . |
| 2024 | Conference | 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) . |
| 2024 | Conference | Ivan Rodin, Antonino Furnari, Kyle Min, Subarna Tripathi, Giovanni Maria Farinella (2024). Action Scene Graphs for Long-Form Understanding of Egocentric Videos. In Conference on Computer Vision and Pattern Recognition (CVPR) . |
| 2024 | Conference | Lorenzo Mur-Labadia, Ruben Martinez-Cantin, Josechu Guerrero, Giovanni Maria Farinella, Antonino Furnari (2024). AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation . In European Conference on Computer Vision (ECCV) . |
| 2024 | Conference | 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) . |
| 2024 | Conference | 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) . |
| 2024 | Conference | Seminara, Farinella, Furnari (2024). Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos. In Advances in Neural Information Processing Systems. |
| 2023 | Journal | 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). |
| 2023 | Journal | Antonino Furnari, Giovanni Maria Farinella (2023). Streaming egocentric action anticipation: an evaluation scheme and approach. Computer Vision and Image Understanding (CVIU). |
| 2023 | Journal | 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. |
| 2023 | Conference | Giovanni Maria Farinella, Antonino Furnari (2023). Artificial Vision Algorithms for Industry. In Ital-IA 2023: 3rd National Conference on Artificial Intelligence, organized by CINI, May 29–31, 2023, Pisa, Italy. |
| 2023 | Conference | 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. |
| 2023 | Conference | 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 In International Conference on Computer Vision Theory and Applications (VISAPP). |
| 2023 | Conference | Michele Mazzamuto, Francesco Ragusa, Alessandro Resta, Giovanni Maria Farinella, Antonino Furnari (2023). A Wearable Device Application for Human-Object Interactions Detection. In In International Conference on Computer Vision Theory and Applications (VISAPP). |
| 2023 | Conference | 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 In International Conference on Computer Vision Theory and Applications (VISAPP). |
| 2023 | Conference | 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. |
| 2023 | Conference | 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). |
| 2023 | Conference | 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). |
| 2023 | Conference | 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). |
| 2023 | Conference | 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). |
| 2023 | Conference | Nicola Messina, Fabrizio Falchi, Antonino Furnari, Claudio Gennaro, Giovanni Maria Farinella (2023). An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images. In International Conference on Image Analysis and Processing (ICIAP). |
| 2023 | Conference | Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella(2023). Egocentric Action Anticipation for Personal Health. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). |
| 2022 | Journal | Damen, Doughty, Farinella, Furnari, Kazakos, Ma, Moltisanti, Munro, Perrett, Price, Wray (2022). Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100. International Journal on Computer Vision (IJCV), 130, pp. 33-55. |
| 2022 | Journal | Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella (2022). A multi camera unsupervised domain adaptation pipeline for object detection in cultural sites through adversarial learning and self-training. Computer Vision and Image Understanding (CVIU), pp. 103487. |
| 2022 | Journal | Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni (2022). Visual Object Tracking in First Person Vision. International Journal of Computer Vision (IJCV). |
| 2022 | Conference | Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina Gonzalez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jachym Kolar, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik (2022). Around the World in 3,000 Hours of Egocentric Video . In IEEE/CVF International Conference on Computer Vision and Pattern Recognition . |
| 2022 | Conference | I. Rodin, A. Furnari, D. Mavroedis, G. M. Farinella (2022). Untrimmed Action Anticipation. In International Conference on Image Analysis and Processing (ICIAP). |
| 2022 | Conference | G. Pasqualino, A. Furnari, G. M. Farinella(2022). Unsupervised Multi-Camera Domain Adaptation for Object Detection in Cultural Sites. In International Conference on Image Analysis and Processing (ICIAP). |
| 2022 | Conference | C. Quattrocchi, D. Di Mauro, A. Furnari, G. M. Farinella (2022). Panoptic Segmentation in Industrial Environments using Synthetic and Real Data. In International Conference on Image Analysis and Processing (ICIAP). |
| 2022 | Conference | R. Leonardi, F. Ragusa, A. Furnari, G. M. Farinella (2022). Egocentric Human-Object Interaction Detection Exploiting Synthetic Data. In International Conference on Image Analysis and Processing (ICIAP). |
| 2022 | Conference | M. Mazzamuto, F. Ragusa, A. Furnari, G. M. Farinella (2022). Weakly Supervised Attended Object Detection Using Gaze Data as Annotations. In International Conference on Image Analysis and Processing (ICIAP). |
| 2022 | Conference | Antonino Furnari, Giovanni Maria Farinella (2022). Towards Streaming Egocentric Action Anticipation. In International Conference on Pattern Recognition (ICPR). |
| 2022 | Conference | Giuseppe Puglisi, Daniele Di Mauro, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella (2022). Visual RSSI Fingerprinting for Radio-based Indoor Localization. In International Conference on Signal Processing and Multimedia Applications (SIGMAP). |
| 2022 | Conference | 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). |
| 2022 | Misc | G. M. Farinella, A. Furnari, F. Ragusa(2022). Sistemi di Visione Artificiale Indossabili in Ambienti Industriali. Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 9-11 Febbraio. |
| 2022 | Misc | D. Allegra, S. Battiato, V. Cutello, G. M. Farinella, G. Gallo, A. Furnari, D. Giordano, A. Ortis, S. Palazzo, M. Pavone, C. Spampinato, F. Stanco (2022). AI per l'Industria presso Università degli Studi di Catania. Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 9-11 Febbraio. |
| 2021 | Journal | Emiliano Spera, Antonino Furnari, Sebastiano Battiato, Giovanni M. Farinella (2021). EgoCart: a Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores. IEEE Transactions on Circuits and Systems for Video Technology, 31, pp. 1253-1267. |
| 2021 | Journal | Antonino Furnari, Giovanni Maria Farinella (2021). Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 43(11), pp. 4021-4036. |
| 2021 | Journal | Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro and Toby Perrett, Will Price, Michael Wray (2021). The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 43(11), pp. 4125-4141. |
| 2021 | Journal | Giovanni Pasqualino, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella (2021). An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites. Image and Vision Computing. |
| 2021 | Journal | Ronja Möller, Antonino Furnari, Sebastiano Battiato, Aki Härmä, Giovanni Maria Farinella (2021). A Survey on Human-aware Robot Navigation. Robotics and Autonomous Systems. |
| 2021 | Journal | Ivan Rodin, Antonino Furnari, Dimitrios Mavroedis, Giovanni Maria Farinella(2021). Predicting the Future from First Person (Egocentric) Vision: A Survey. Computer Vision and Image Understanding, 211, pp. 103252. |
| 2021 | Conference | Francesco Ragusa, Antonino Furnari, Salvatore Livatino, Giovanni Maria Farinella (2021). The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain. In IEEE Winter Conference on Application of Computer Vision (WACV). |
| 2021 | Conference | Daniele Di Mauro, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella (2021). Unsupervised Domain Adaptation for 6DOF Indoor Localization. In In International Conference on Computer Vision Theory and Applications (VISAPP). |
| 2021 | Conference | Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni (2021). Is First Person Vision Challenging for Object Tracking?. In IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - Visual Object Tracking Challenge. |
| 2020 | Journal | F. Ragusa, A. Furnari, S. Battiato, G. Signorello, G. M. Farinella (2020). EGO-CH: Dataset and Fundamental Tasks for Visitors Behavioral Understanding using Egocentric Vision. Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage. |
| 2020 | Journal | S. Orlando, A. Furnari, G. M. Farinella(2020). Egocentric Visitor Localization and Artwork Detection inCultural Sites Using Synthetic Data. Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage. |
| 2020 | Journal | Daniele Di Mauro, Antonino Furnari, Giuseppe Patanè, Sebastiano Battiato, Giovanni Maria Farinella (2020). SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning. Pattern Recognition Letters, 136, pp. 175 - 182. |
| 2020 | Conference | Marco Rosano (2020). A Comparison of Visual Navigation Approaches Based on Localization and Reinforcement Learning in Virtual and Real Environments. In International Conference on Computer Vision Theory and Applications (VISAPP). |
| 2020 | Conference | Giovanni Pasqualino, Stefano Scafiti, Antonino Furnari, Giovanni Maria Farinella (2020). Localizing Visitors in Natural Sites Exploiting Modality Attention on Egocentric Images and GPS Data. In International Conference on Computer Vision Theory and Applications (VISAPP). |
| 2020 | Conference | Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella(2020). Scene Understanding and Interaction Anticipation from First Person Vision. In SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI. |
| 2020 | Conference | Ronja Möller, Giovanni Maria Farinella(2020). Face Analysis and Body LanguageUnderstanding from Egocentric Cameras. In SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI. |
| 2020 | Conference | Guglielmo Camporese, Pasquale Coscia, Antonino Furnari, Giovanni Maria Farinella, Lamberto Ballan (2020). Knowledge Distillation for Action Anticipation via Label Smoothing. In International Conference on Pattern Recognition (ICPR). |
| 2020 | Conference | Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella (2020). Unsupervised Domain Adaptation for Object Detection in Cultural Sites. In International Conference on Pattern Recognition (ICPR). |
| 2020 | Conference | Marco Rosano, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella (2020). On Embodied Visual Navigation in Real Environments Through Habitat. In International Conference on Pattern Recognition (ICPR). |
| 2020 | Conference | Francesco Ragusa, Daniele Di Mauro, Alfio Palermo, Antonino Furnari, Giovanni Maria Farinella (2020). Semantic Object Segmentation in Cultural Sites using Real and Synthetic Data. In International Conference on Pattern Recognition (ICPR). |
| 2020 | Conference | Santi Orlando (2020). Virtual to Real Unsupervised Domain Adaptation for Image-Based Localization in Cultural Sites. In Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS). |
| 2019 | Journal | Daniele Di Mauro, Antonino Furnari, Giuseppe Patane', Sebastiano Battiato, Giovanni Maria Farinella (2019). Estimating the occupancy status of parking areas by counting cars and non-empty stalls. Journal of Visual Communication and Image Representation, 62, pp. 234 - 244. |
| 2019 | Journal | F. Ragusa, A. Furnari, S. Battiato, G. Signorello, G. M. Farinella (2019). Egocentric Visitors Localization in Cultural Sites. Journal on Computing and Cultural Heritage (JOCCH), 12. |
| 2019 | Journal | Filippo L.M. Milotta, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni M. Farinella (2019). Egocentric Visitors Localization in Natural Sites. Journal of Visual Communication and Image Representation, pp. 102664. |
| 2019 | Conference | F. L. M. Milotta, A. Furnari, S. Battiato, M. De Salvo, G. Signorello, G. M. Farinella(2019). Visitors Localization in Natural Sites Exploiting EgoVision and GPS. In International Conference on Computer Vision Theory and Applications (VISAPP). |
| 2019 | Conference | S. A. Orlando, A. Furnari, S. Battiato, G. M. Farinella (2019). Image-Based Localization with Simulated Egocentric Navigations. In International Conference on Computer Vision Theory and Applications (VISAPP). |
| 2019 | Conference | F. Ragusa, A. Furnari, S. Battiato, G. Signorello, G. M. Farinella (2019). Egocentric Point of Interest Recognition in Cultural Sites. In International Conference on Computer Vision Theory and Applications (VISAPP). |
| 2019 | Conference | Antonino Furnari, Giovanni Maria Farinella (2019). Egocentric Action Anticipation by Disentangling Encoding and Inference. In International Conference on Image Processing (ICIP). |
| 2019 | Conference | Antonino Furnari, Giovanni Maria Farinella (2019). What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention. In International Conference on Computer Vision (ICCV). |
| 2019 | Conference | Marco Leo, Antonino Furnari, Gerard G. Medioni, Mohan Trivedi, Giovanni Maria Farinella (2019). Deep Learning for Assistive Computer Vision. In Computer Vision – ECCV 2018 Workshops, pp. 3–14. |
| 2019 | Conference | G. M. Farinella, G. Signorello, S. Battiato, A. Furnari, F. Ragusa, R. Leonardi, E. Ragusa, E. Scuderi, A. Lopes, L. Santo, M. Samarotto (2019). VEDI: Vision Exploitation for Data Interpretation. In International Conference on Image Analysis and Processing (ICIAP). |
| 2019 | Misc | G. M. Farinella, A. Furnari (2019). Sistemi di Visione Artificiale Indossabili . Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo. |
| 2019 | Misc | G. M. Farinella, A. Furnari, F. Ragusa, S. Battiato, G. Signorello, A. Lopes, M. Samarotto, L. Santo, G. Distefano, D. Marano (2019). VEDI - Vision Exploitation for Data Interpretation. Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo. |
| 2018 | Journal | V. Santarcangelo, G. M. Farinella, A. Furnari, S. Battiato (2018). Market Basket Analysis from Egocentric Videos. Pattern Recognition Letters, 112, pp. 83-90. |
| 2018 | Journal | Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella (2018). Personal-Location-Based Temporal Segmentation of Egocentric Video for Lifelogging Applications. Journal of Visual Communication and Image Representation, 52, pp. 1-12. |
| 2018 | Journal | Luca Guarnera, Giovanni Maria Farinella, Antonino Furnari, Angelo Salici, Claudio Ciampini, Vito Matranga, Sebastiano Battiato (2018). Forensic Analisys of Handwritten Documents with GRAPHJ. Journal of Electronic Imaging, 24. |
| 2018 | Conference | E. Spera, A. Furnari, S. Battiato, G. M. Farinella (2018). Performance Comparison of Methods Based on Image Retrieval and Direct Regression for Egocentric Shopping Cart Localization. In IEEE International Forum on Research and Technologies for Society and Industry. |
| 2018 | Conference | D. Di Mauro, A. Furnari, G. Patane', S. Battiato, G. M. Farinella (2018). A Comparison of Techniques based on Image Classification and Object Detection to Count Cars and Non-Empty Stalls in Parking Spaces. In International Conference on Signal Processing and Multimedia Applications (SIGMAP). |
| 2018 | Conference | F. Ragusa, L. Guarnera, A. Furnari, S. Battiato, G. Signorello, G. M. Farinella(2018). Localization of Visitors for Cultural Sites Management. In International Conference on Signal Processing and Multimedia Applications (SIGMAP). |
| 2018 | Conference | Emiliano Spera, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella (2018). Egocentric Shopping Cart Localization. In International Conference on Pattern Recognition (ICPR). |
| 2018 | Conference | D. Damen, H. Doughty, G. M. Farinella, S. Fidler, A. Furnari, E. Kazakos, D. Moltisanti, J. Munro and T. Perrett, W. Price, M. Wray (2018). Scaling Egocentric Vision: The EPIC-KITCHENS Dataset. In European Conference on Computer Vision (ECCV). |
| 2018 | Conference | A. Furnari, S. Battiato, G. M. Farinella(2018). Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation. In International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV. |
| 2018 | Conference | D. Di Mauro, A. Furnari, G. Patanè, S. Battiato, G. M. Farinella (2018). Scene Adaptation for Semantic Segmentation using Adversarial Learning. In Advanced Video and Signal Based Surveillance (AVSS). |
| 2018 | Misc | G. M. Farinella, G. Signorello, A. Furnari, S. Battiato, E. Scuderi, A. Lopes, L. Santo, M. Samarotto, G. P. A. Distefano, D. G. 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, Universita' degli Studi di Catania, Xenia Gestione Documentale S.R.L., IMC Service S.R.L.. |
| 2017 | Journal | Antonino Furnari, Giovanni Maria Farinella, Arcangelo Ranieri Bruna, Sebastiano Battiato (2017). Affine Covariant Features for Fisheye Distortion Local Modeling. IEEE Transactions on Image Processing, 26(2), pp. 696-710. |
| 2017 | Journal | Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato (2017). Recognizing Personal Locations From Egocentric Videos. IEEE Transactions on Human-Machine Systems, 47(1), pp. 6-18. |
| 2017 | Journal | Antonino Furnari, Sebastiano Battiato, Kristen Grauman, Giovanni Maria Farinella (2017). Next-active-object prediction from egocentric videos. Journal of Visual Communication and Image Representation, 49(Supplement C), pp. 401 - 411. |
| 2017 | Journal | Antonino Furnari, Giovanni Maria Farinella, Arcangelo Ranieri Bruna, Sebastiano Battiato (2017). Distortion Adaptive Sobel Filters for the Gradient Estimation of Wide Angle Images. Journal of Visual Communication and Image Representation, 46, pp. 165 - 175. |
| 2017 | Conference | L. Guarnera, G. M. Farinella, A. Furnari, A. Salici, C. Ciampini, V. Matranga, S. Battiato (2017). GRAPHJ: A Forensics Tool for Handwriting Analysis. In International Conference on Image Analysis and Processing (ICIAP), Catania, Italy, September 11-15. |
| 2017 | Conference | Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella (2017). Understanding Food Images to Recommend Utensils During Meals. In International Workshop on Multimedia Assisted Dietary Management (MADiMA) in conjunction with ICIAP, Catania, Italy, September 11-15. |
| 2017 | Conference | Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella (2017). On the Exploitation of Hidden Markov Models to Improve Location-Based Temporal Segmentation of Egocentric Videos. In Workshop on Wearable MultiMedia at ACM ICMR 2017, Bucharest, Romania, June 6. |
| 2017 | Conference | Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella (2017). How Shall we Evaluate Egocentric Action Recognition?. In International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ICCV. |
| 2016 | Conference | S. Battiato, G. M. Farinella, A. Furnari, G. Puglisi (2016). A Customized System for Vehicle Tracking and Classification. In Progress in Industrial Mathematics at ECMI 2014, pp. 5–7. |
| 2016 | Conference | Francesco Ragusa, Valeria Tomaselli, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella (2016). Food Vs Non-Food Classification. In International Workshop on Multimedia Assisted Dietary Management (MADiMA) in conjunction with ACM, Amsterdam, The Netherlands, October 15-19, pp. 77–81. |
| 2016 | Conference | Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato (2016). Temporal Segmentation of Egocentric Videos to Highlight Personal Locations of Interest. In International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV, The Netherlands, Amsterdam, October 9, pp. 474–489. |
| 2015 | Journal | Sebastiano Battiato, Giovanni Maria Farinella, Antonino Furnari, Giovanni Puglisi, Anique Snijders, Jelmer Spiekstra(2015). An integrated system for vehicle tracking and classification. Expert Systems with Applications, 42(21), pp. 7263–7275. |
| 2015 | Conference | Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato (2015). Recognizing Personal Contexts from Egocentric Images. In Workshop on Assistive Computer Vision and Robotics (ACVR) in conjunction with ICCV, Santiago, Chile, December 12. |
| 2015 | Conference | Antonino Furnari, Giovanni Maria Farinella, Arcangelo Ranieri Bruna, Sebastiano Battiato (2015). Distortion Adaptive Descriptors: Extending Gradient-Based Descriptors to Wide Angle Images. In International Conference on Image Analysis and Processing (ICIAP), Genova, Italy, September 7-11, pp. 205–215. |
| 2015 | Conference | Antonino Furnari, Giovanni Maria Farinella, Arcangelo Bruna, Sebastiano Battiato (2015). Generalized Sobel Filters for Gradient Estimation of Distorted Images. In IEEE International Conference on Image Processing (ICIP), Quebec, Canada, September 27-30, pp. 3250-3254. |
| 2014 | Conference | Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato (2014). An Experimental Analysis of Saliency Detection with respect to Three Saliency Levels. In Workshop on Assistive Computer Vision and Robotics (ACVR) in conjunction with ECCV, Zurich, Switzerland, September 12, pp. 806-821. |
| 2014 | Conference | Antonino Furnari, Giovanni Maria Farinella, Giovanni Puglisi, Arcangelo Ranieri Bruna, Sebastiano Battiato(2014). Affine Region Detectors on the Fisheye Domain (ICIP). In IEEE International Conference on Image Processing, Paris, France, October 27-30, pp. 5681–5685. |
| 2014 | Conference | Sebastiano Battiato, Giovanni Maria Farinella, Antonino Furnari, Giovanni Puglisi, Anique Snijders, Jelmer Spiekstra(2014). Vehicle tracking based on customized template matching. In VISAPP International Conference on Computer Vision Theory and Applications, Lisbon, Portugal, January 5-8, pp. 755-760. |
| 2014 | Misc | D. Scandura, S. Battiato, V. Bruno, F. Cannavo', G. M. Farinella, A. Furnari, M. Mattia, G. Pappalardo, G. Puglisi, U. Weigmuller (2014). Image Processing Techniques to Estimate the Propagation of Ground Deformation at Mt. Etna (Italy) from ALOS PALSAR InSAR Data. American Geophysical Union (AGU) Fall Meeting, San Francisco. |
| 2026 | Conference | Luigi Seminara, Daniele Moltisanti, Antonino Furnari ( 2026 ). ViterbiPlanNet: Injecting Procedural Knowledge via Differentiable Viterbi for Planning in Instructional Videos . In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) . |
| 2026 | Conference | 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) . |
| 2026 | Conference | Michele Mazzamuto, Daniele Di Mauro, Gianpiero Francesca, Giovanni Maria Farinella, Antonino Furnari ( 2026 ). ProSkill: Segment-Level Skill Assessment in Procedural Videos . In IEEE Winter Conference on Application of Computer Vision (WACV) . |
| 2026 | Conference | Zaira Manigrasso, Matteo Dunnhofer, Antonino Furnari, Moritz Nottebaum, Antonio Finocchiaro, Davide Marana, Rosario Forte, Giovanni Maria Farinella, Christian Micheloni ( 2026 ). Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory . In IEEE Winter Conference on Application of Computer Vision (WACV) . |
| 2025 | Journal | Ivan Rodin, Antonino Furnari, Giovanni Maria Farinella ( 2025 ). Egocentric Action Anticipation from Untrimmed Videos . IET Computer Vision , pp. . |
| 2025 | Journal | Camillo Quattrocchi, Antonino Furnari, Daniele Di Mauro, Mario Valerio Giuffrida, Giovanni Maria Farinella ( 2025 ). Exocentric-to-Egocentric Adaptation for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs. International Journal on Computer Vision (IJCV) . |
| 2025 | Conference | Daniele Di Mauro, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella ( 2025 ). Spatial Understanding for Industry . In Ital-IA 2025: 5th National Conference on Artificial Intelligence, June 23–24, 2025, Trieste, Italy . |
| 2025 | Conference | Marco Moltisanti, Ketty Cantone, Antonino Lopes, Emanuele Ragusa, Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella ( 2025 ). Egocentric Human-Object Interaction in Industrial Scenarios: a Case Study . In Ital-IA 2025: 5th National Conference on Artificial Intelligence, June 23–24, 2025, Trieste, Italy . |
| 2025 | Conference | 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) . |
La mia attività di ricerca si colloca nell’ambito della Computer Vision e del Machine Learning. In particolare, studio come i sistemi intelligenti possano percepire, comprendere e anticipare le azioni e le interazioni umane da un punto di vista incarnato ed egocentrico, con l’obiettivo di sviluppare tecnologie assistive su dispositivi indossabili in grado di fornire supporto diretto agli utenti.
Maggiori dettagli sulle mie attività di ricerca: http://antoninofurnari.github.io/
Inizio Lezioni Corso di Deep Learning - Advanced Models and Methods
Si avvisano gli studenti che le lezioni del corso di Deep Learning - Advanced Models and Methods inizieranno regolarmente il 3/03/2026 in aula 126 dalle 17 alle 19.