Publications

2019

Journals

@article{RagusaVEDI, author = { F. Ragusa and A. Furnari and S. Battiato and G. Signorello and G. M. Farinella }, url = { http://iplab.dmi.unict.it/VEDI/ }, pdf = { http://iplab.dmi.unict.it/VEDI/JOCCH-Ragusa.pdf}, year = { 2019 }, journal = { Journal on Computing and Cultural Heritage (JOCCH) }, title = { Egocentric Visitors Localization in Cultural Sites }, }

@article{RagusaVEDI, author = { G. M. Farinella and C. Napoli and G. Nicotra and S. Riccobene }, year = { 2019 }, journal = {Multimedia Tools and Applications}, title = {A Context-Driven Privacy Enforcement System for Autonomous Media Capture Devices}, }

Conferences

@inproceedings{rotondo2019action, author = {T. Rotondo and G. M. Farinella and V. Tomaselli and S. Battiato}, pdf = {publications/CR-VISAPP-Rotondo.pdf}, title = {Action Anticipation from Multimodal Data}, booktitle = {International Conference on Computer Vision Theory and Applications (VISAPP)}, year = {2019}, }

@inproceedings{milotta2019visitors, author = {F. L. M. Milotta and A. Furnari and S. Battiato and M. De Salvo and G. Signorello and G. M. Farinella}, title = {Visitors Localization in Natural Sites Exploiting EgoVision and GPS}, booktitle = {International Conference on Computer Vision Theory and Applications (VISAPP)}, year = {2019}, }

@inproceedings{ragusa2019egocentricpoint, author = {F. Ragusa and A. Furnari and S. Battiato and G. Signorello and G. M. Farinella}, url = { http://iplab.dmi.unict.it/VEDI_POIs/ }, pdf = { http://iplab.dmi.unict.it/VEDI_POIs/CR-VISAPP-Ragusa.pdf}, title = {Egocentric Point of Interest Recognition in Cultural Sites}, booktitle = {International Conference on Computer Vision Theory and Applications (VISAPP)}, year = {2019}, }

@inproceedings{orlando2019imagebased, author = {S. A. Orlando and A. Furnari and S. Battiato and G. M. Farinella}, url = { http://iplab.dmi.unict.it/SimulatedEgocentricNavigations/ }, pdf = { http://iplab.dmi.unict.it/SimulatedEgocentricNavigations/Image Based Localization with Simulated Egocentric Navigations- VISAPP2019.pdf}, title = {Image-Based Localization with Simulated Egocentric Navigations }, booktitle = {International Conference on Computer Vision Theory and Applications (VISAPP)}, year = {2019}, }

Misc

@article{furnari2019rulstm, title = { What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention. }, author = { Antonino Furnari and Giovanni Maria Farinella }, year = { 2019 }, journal = { arXiv preprint arXiv:1905.09035 }, pdf = {https://arxiv.org/pdf/1905.09035.pdf} }

@inproceedings{farinella2019vedi, author = {G. M. Farinella, A. Furnari, F. Ragusa, S. Battiato, G. Signorello, A. Lopes, M. Samarotto, L. Santo, G. Distefano, D. Marano}, title = {VEDI - Vision Exploitation for Data Interpretation}, booktitle = {Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo}, pdf = {publications/ital-ia_vedi.pdf}, url = {publications/ital-ia_vedi_presentazione.pdf}, year = {2019}, }

@inproceedings{farinella2019sistemi, author = {G. M. Farinella, A. Furnari}, title = {Sistemi di Visione Artificiale Indossabili }, booktitle = {Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo}, pdf = {publications/ital-ia_visione_indossabile.pdf}, url = {publications/ital-ia_visione_indossabile_presentazione.pdf}, year = {2019}, }

2018

Journals

@article{furnari2018personal, pages = { 1-12 }, volume = { 52 }, doi = { https://doi.org/10.1016/j.jvcir.2018.01.019 }, issn = { 1047-3203 }, author = { A. Furnari and S. Battiato and G. M. Farinella }, url = { http://iplab.dmi.unict.it/PersonalLocationSegmentation/ }, pdf = { publications/furnari2018personal.pdf }, year = { 2018 }, journal = { Journal of Visual Communication and Image Representation }, title = { Personal-Location-Based Temporal Segmentation of Egocentric Video for Lifelogging Applications }, }

@article{Santarcangelo2018VMBA, doi = { https://doi.org/10.1016/j.patrec.2018.06.010}, author = {V. Santarcangelo and G. M. Farinella and A. Furnari and S. Battiato}, url = {http://iplab.dmi.unict.it/vmba15}, year = { 2018 }, volume = {112}, issue = {1}, pages= {83-90}, journal = {Pattern Recognition Letters}, title = {Market Basket Analysis from Egocentric Videos}, pdf = { publications/Santarcangelo2018VMBA.pdf } }

Conferences

@inproceedings{furnari2018Leveraging, year = { 2018 }, pdf = {publications/furnari2018Leveraging.pdf}, booktitle = { International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV }, title = { Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation }, author = { A. Furnari and S. Battiato and G. M. Farinella }, }

@inproceedings{Damen2018EPICKITCHENS, author = {D. Damen and H. Doughty and G. M. Farinella and S. Fidler and A. Furnari and E. Kazakos and D. Moltisanti and J. Munro and T. Perrett and W. Price and M. Wray}, url = {https://epic-kitchens.github.io}, title = {Scaling Egocentric Vision: The EPIC-KITCHENS Dataset}, booktitle = {European Conference on Computer Vision}, year = {2018}, pdf = {https://arxiv.org/pdf/1804.02748.pdf} }

@inproceedings{spera2018egocentric, author = {E. Spera and A. Furnari and S. Battiato and G. M. Farinella}, url = {http://iplab.dmi.unict.it/EgocentricShoppingCartLocalization/}, title = {Egocentric Shopping Cart Localization}, booktitle = {International Conference on Pattern Recognition (ICPR)}, year = {2018}, pdf = {publications/spera2018egocentric.pdf} }

@inproceedings{ragusa2018sigmap, author = {F. Ragusa and L. Guarnera and A. Furnari and S. Battiato and G. Signorello and G. M. Farinella}, url = { http://iplab.dmi.unict.it/VEDI/ }, title = {Localization of Visitors for Cultural Sites Management}, booktitle = {International Conference on Signal Processing and Multimedia Applications (SIGMAP)}, year = {2018}, }

@inproceedings{spera2018egocentricRTSI, author = {E. Spera and A. Furnari and S. Battiato and G. M. Farinella}, title = {Performance Comparison of Methods Based on Image Retrieval and Direct Regression for Egocentric Shopping Cart Localization}, booktitle = {IEEE International Forum on Research and Technologies for Society and Industry}, year = {2018}, pdf={publications/spera2018egocentricRTSI.pdf} }

2017

Journals

@article{furnari2017next, author = { A. Furnari and S. Battiato and K. Grauman and G. M. Farinella }, url = { http://iplab.dmi.unict.it/NextActiveObjectPrediction/ }, doi = { https://doi.org/10.1016/j.jvcir.2017.10.004 }, issn = { 1047-3203 }, year = { 2017 }, pages = { 401 - 411 }, number = { Supplement C }, volume = { 49 }, journal = { Journal of Visual Communication and Image Representation }, title = { Next-active-object prediction from egocentric videos } }

@article{ORTIS2017207, title = "Organizing egocentric videos of daily living activities", journal = "Pattern Recognition", volume = "72", number = "Supplement C", pages = "207 - 218", year = "2017", issn = "0031-3203", doi = "https://doi.org/10.1016/j.patcog.2017.07.010", url = "http://iplab.dmi.unict.it/dailylivingactivities", author = "A. Ortis and G. M. Farinella and V. D’Amico and L. Addesso and G. Torrisi and S. Battiato", }

@article{furnari2017recognizing, url = { http://iplab.dmi.unict.it/PersonalLocations/ }, issn = { 2168-2291 }, doi = { 10.1109/THMS.2016.2612002 }, pages = { 6-18 }, number = { 1 }, volume = { 47 }, year = { 2017 }, title = { Recognizing Personal Locations From Egocentric Videos }, journal = { IEEE Transactions on Human-Machine Systems }, author = { A. Furnari and G. M. Farinella and S. Battiato }, }

Conferences

@inproceedings{10.1007/978-3-319-68560-1_12, author="S. Battiato and L. Cantelli and F. D'Urso and G. M. Farinella and L. Guarnera and D. Guastella and C. D. Melita and G. Muscato and A. Ortis and F. Ragusa and C. Santoro", editor="Battiato, Sebastiano and Gallo, Giovanni and Schettini, Raimondo and Stanco, Filippo", title="A System for Autonomous Landing of a UAV on a Moving Vehicle", booktitle="Image Analysis and Processing - ICIAP 2017", year="2017", publisher="Springer International Publishing", address="Cham", pages="129--139", isbn="978-3-319-68560-1" }

@inproceedings{MBZIRC2017, author = {L. Cantelli and D.C. Guastella and C.D. Melita and G. Muscato and S. Battiato and F. D’urso and G.M. Farinella and A. Ortis and C. Santoro}, title = {Autonomous Landing of a UAV on a Moving Vehicle For the MBZIRC}, booktitle = {International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines (CLAWAR)}, pages = {197-204}, doi = {10.1142/9789813231047_0026}, year = 2017 }

@inproceedings{furnari2017how, url = { http://iplab.dmi.unict.it/EgoActionEvaluation/ }, year = { 2017 }, booktitle = { International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ICCV }, title = { How Shall we Evaluate Egocentric Action Recognition? }, author = { A. Furnari and S. Battiato and G. M. Farinella }, }

@inproceedings{battiato2017recognizing, year = { 2017 }, booktitle = { International Conference on Image Analysis and Processing (ICIAP), Catania, Italy, September 11-15 }, title = { Recognizing Context for Privacy Preserving of First Person Vision Image Sequences }, author = { S. Battiato and G. M. Farinella and C. Napoli and G. Nicotra and S. Riccobene }, } @inproceedings{furnari2017exploitation, url = { http://iplab.dmi.unict.it/PersonalLocationSegmentation }, year = { 2017 }, title = { On the Exploitation of Hidden Markov Models to Improve Location-Based Temporal Segmentation of Egocentric Videos }, booktitle = { Workshop on Wearable MultiMedia at ACM ICMR 2017, Bucharest, Romania, June 6 }, author = { A. Furnari and S. Battiato and G. M. Farinella }, }

2016

Conferences

@inproceedings{Ortis:2016:OEV:2983576.2983578, author = {A. Ortis and G. M. Farinella and V. D'Amico and L. Addesso and G. Torrisi and S. Battiato}, title = {Organizing Egocentric Videos for Daily Living Monitoring}, booktitle = {Proceedings of the First Workshop on Lifelogging Tools and Applications}, series = {LTA '16}, year = {2016}, isbn = {978-1-4503-4517-0}, location = {Amsterdam, The Netherlands}, pages = {45--54}, numpages = {10}, url = {http://iplab.dmi.unict.it/dailylivingactivities}, doi = {10.1145/2983576.2983578} }

@inproceedings{furnari2016temporal, url = { http://iplab.dmi.unict.it/PersonalLocationSegmentation/ }, year = { 2016 }, publisher = { Springer Lecture Notes in Computer Science }, series = { Lecture Notes in Computer Science }, volume = { 9913 }, pages = { 474--489 }, booktitle = { International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV, The Netherlands, Amsterdam, October 9 }, title = { Temporal Segmentation of Egocentric Videos to Highlight Personal Locations of Interest }, author = { A. Furnari and G. M. Farinella and S. Battiato }, }

@inproceedings{Santarcangelo2016, author="V. Santarcangelo and G. M. Farinella and S. Battiato", editor="Hua, Gang and J{\'e}gou, Herv{\'e}", title="Egocentric Vision for Visual Market Basket Analysis", bookTitle="Computer Vision -- ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part I", year="2016", pages="518--531", isbn="978-3-319-46604-0", doi="10.1007/978-3-319-46604-0_37", url="http://iplab.dmi.unict.it/vmba/" }

2015

Conferences

@inproceedings{furnari2015recognizing, url = { http://iplab.dmi.unict.it/PersonalLocations/ }, year = { 2015 }, booktitle = { Workshop on Assistive Computer Vision and Robotics (ACVR) in conjunction with ICCV, Santiago, Chile, December 12 }, page = { 393--401 }, title = { Recognizing Personal Contexts from Egocentric Images }, author = { A. Furnari and G. M. Farinella and S. Battiato }, }