Antonino FURNARI
Ricercatore di INFORMATICA [INF/01]
Email: antonino.furnari@unict.it
Sito web: www.antoninofurnari.it/
Orario di ricevimento: Lunedì e mercoledì dalle 14:00 alle 15:00 Si prega di concordare l'orario via mail per evitare attese.



Antonino Furnari è Ricercatore (RTDA) presso il Dipartimento di Matematica e Informatica, Università di Catania, Italia. Svolge attività di ricerca nel campo della Computer Vision e del Machine Learning, con particolare attenzione alle tecnologie indossabili quali smart glasses. Collabora all'organizzazione di diversi eventi scientifici di carattere internazionale quali la serie di workshop su assistive technologies ACVR, la serie di workshop su egocentric videion EPIC, e le challenge internazionali connesse al dataset EPIC-Kitchens.
Elenco pubblicazioni (aggiornato al 06/04/2020)
Anno | Tipo | Pubblicazioni |
---|---|---|
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 | 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 InteractionAnticipation 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. |
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 | Emiliano Spera, Antonino Furnari, Sebastiano Battiato, Giovanni M. Farinella (2019). EgoCart: a Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores. IEEE Transactions on Circuits and Systems for Video Technology. |
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) . |
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. |
2016 | Misc | Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato (2016). Segmenting Egocentric Videos to Highlight Personal Locations of Interest. Fourth Workshop on Egocentric (First-Person) Vision in conjunction with CVPR, Las Vegas, Nevada, July 1st. |
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. |
- A.A. 2020/2021 - Informatica - 3 anno
SOCIAL MEDIA MANAGEMENT - A.A. 2019/2020 - Informatica - 3 anno
SOCIAL MEDIA MANAGEMENT - A.A. 2018/2019 - Informatica - 1 anno
FONDAMENTI DI ANALISI DATI E LABORATORIO - A.A. 2017/2018 - Informatica - 1 anno
FONDAMENTI DI ANALISI DATI E LABORATORIO
Insegnamenti tenuti presso altri dipartimenti
- DIPARTIMENTO DI ECONOMIA E IMPRESA
A.A. 2020/2021 - Corso di laurea magistrale in Data Science for Management - 1 anno
STATISTICAL LABORATORY
I miei principali interessi di ricerca concernono la Computer Vision e il Machine Learning, con particolare attenzione ai dispositivi indossabili quali gli smart glasses. Si vedano http://www.antoninofurnari.it/ e https://iplab.dmi.unict.it/fpv per maggiori dettagli.
[SMM] Modalità di svolgimento degli esami di Dicembre
Si comunica agli studenti che, come nell'appello di Dicembre, la prova scritta di Social Media Management verrà sostituita da una prova orale che si terrà online secondo le modalità precedentemente indicate al seguente avviso: http://web.dmi.unict.it/corsi/l-31/avvisi/esami-distanza-gli-appelli-di-aprile
Non
LEGGI TUTTOEsami di Social Media Management
Si comunica agli studenti che, come per gli appelli di Marzo e Aprile, la prova scritta di Social Media Management verrà sostituita per le prossime sessioni di esame da una prova orale che si terrà online secondo le modalità precedentemente indicate al seguente avviso: http://web.dmi.unict.it/corsi/l-31/avvisi/esami-distanza-gli-appelli-di-aprile
Non
LEGGI TUTTOEsami di Social Media Management
Si comunica agli studenti che la prova scritta di Social Media Management verrà sostituita per i prossimi esami da una prova orale che si terrà online secondo le modalità indicate al seguente avviso: http://web.dmi.unict.it/corsi/l-31/avvisi/esami-distanza-gli-appelli-di-aprile
Non sono previste
LEGGI TUTTO