Antonino Furnari

Postdoctoral Researcher

University of Catania

Department of Mathematics and Computer Science

Viale A. Doria 6 - 95125, Catania, Italy

furnari@dmi.unict.it

@InProceedings{leo2019deep, author="Leo, Marco and Furnari, Antonino and Medioni, Gerard G. and Trivedi, Mohan and Farinella, Giovanni M.", title="Deep Learning for Assistive Computer Vision", booktitle="Computer Vision -- ECCV 2018 Workshops", year="2019", pages="3--14" }

@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/ }, 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/ }, title = {Image-Based Localization with Simulated Egocentric Navigations}, 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{dimauro2018avss, author = {D. Di Mauro and A. Furnari and G. Patanè and S. Battiato and G. M. Farinella}, url = {http://iplab.dmi.unict.it/ParkSmartSceneAdaptation/avss.html}, title = {Scene Adaptation for Semantic Segmentation using Adversarial Learning}, booktitle = {Advanced Video and Signal Based Surveillance (AVSS)}, year = "2018" }

@article{ragusa2019egocentric, author = { F. Ragusa and A. Furnari and S. Battiato and G. Signorello and G. M. Farinella }, url = { http://iplab.dmi.unict.it/VEDI/ }, pdf = { publications/ragusa2019egocentric.pdf}, year = "2019", journal = { Journal on Computing and Cultural Heritage (JOCCH) }, title = { Egocentric Visitors Localization in Cultural Sites }, }

@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 }, }

@article{guarnera2018forensic, title = "Forensic Analisys of Handwritten Documents with GRAPHJ", journal = "Journal of Electronic Imaging", year = "2018", volume="24", issue="5", doi="10.1117/1.JEI.27.5.051230", pdf = "publications/guarnera2018forensic.pdf", url = "http://iplab.dmi.unict.it/graphj/", author = "Luca Guarnera and Giovanni Maria Farinella and Antonino Furnari and Angelo Salici and Claudio Ciampini and Vito Matranga and Sebastiano Battiato" }

@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 = { Emiliano Spera and Antonino Furnari and Sebastiano Battiato and Giovanni Maria Farinella }, title = { Egocentric Shopping Cart Localization }, pdf = {publications/spera2018egocentric.pdf}, url = {http://iplab.dmi.unict.it/EgocentricShoppingCartLocalization/}, booktitle = { International Conference on Pattern Recognition (ICPR) }, year = {2018}, }

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

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

@inproceedings{dimauro2018comparison, author = {D. Di Mauro and A. Furnari and G. Patanè and S. Battiato and G. M. Farinella}, title = {A Comparison of Techniques based on Image Classification and Object Detection to Count Cars and Non-Empty Stalls in Parking Spaces}, booktitle = {International Conference on Signal Processing and Multimedia Applications (SIGMAP)}, year = {2018}, }

@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/santarcangelo2018market.pdf } }

@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} }

@Article{furnari2017distortion, title = "Distortion Adaptive Sobel Filters for the Gradient Estimation of Wide Angle Images", journal = "Journal of Visual Communication and Image Representation", volume = "46", pages = "165 - 175", month = "July", year = "2017", doi = "10.1016/j.jvcir.2017.03.019", author = "Antonino Furnari and Giovanni Maria Farinella and Arcangelo Ranieri Bruna and Sebastiano Battiato", pdf = {publications/furnari2017distortion.pdf}, url ="http://iplab.dmi.unict.it/DASF/" } s @article{furnari2017next, author = { Antonino Furnari and Sebastiano Battiato and Kristen Grauman and Giovanni Maria Farinella }, url = { http://iplab.dmi.unict.it/NextActiveObjectPrediction/ }, doi = { https://doi.org/10.1016/j.jvcir.2017.10.004 }, pdf = {publications/furnari2017next.pdf}, 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 } }

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

@Article{battiato2015integrated, author = {Sebastiano Battiato and Giovanni Maria Farinella and Antonino Furnari and Giovanni Puglisi and Anique Snijders and Jelmer Spiekstra}, title = {An integrated system for vehicle tracking and classification}, journal = {Expert Systems with Applications}, year = {2015}, volume = {42}, number = {21}, pages = {7263--7275}, doi = {10.1016/j.eswa.2015.05.055}, pdf = {publications/battiato2015integrated.pdf}, url = {http://www.sciencedirect.com/science/article/pii/S0957417415003917} }

@Article{furnari2017recognizing, author={Antonino Furnari and Giovanni Maria Farinella and Sebastiano Battiato}, journal={IEEE Transactions on Human-Machine Systems}, title={Recognizing Personal Locations From Egocentric Videos}, year={2017}, volume={47}, number={1}, pages={6-18}, doi={10.1109/THMS.2016.2612002}, ISSN={2168-2291}, pdf = {publications/furnari2017recognizing.pdf}, url = {http://iplab.dmi.unict.it/PersonalLocations/} }

@Article{furnari2017affine, author={Antonino Furnari and Giovanni Maria Farinella and Arcangelo Ranieri Bruna and Sebastiano Battiato}, journal={IEEE Transactions on Image Processing}, title={Affine Covariant Features for Fisheye Distortion Local Modeling}, year={2017}, volume={26}, number={2}, pages={696-710}, doi={10.1109/TIP.2016.2627816}, ISSN={1057-7149}, pdf = {publications/furnari2017affine.pdf}, url = {http://iplab.dmi.unict.it/FisheyeAffine/} }

%%% CONFERENCES %%%

@InProceedings{furnari2017exploitation, author={Antonino Furnari and Sebastiano Battiato and Giovanni Maria Farinella}, booktitle={Workshop on Wearable MultiMedia at ACM ICMR 2017, Bucharest, Romania, June 6}, title={On the Exploitation of Hidden Markov Models to Improve Location-Based Temporal Segmentation of Egocentric Videos}, year={2017}, url={http://iplab.dmi.unict.it/PersonalLocationSegmentation} }

@InProceedings{battiato2014vehicle, author={Sebastiano Battiato and Giovanni Maria Farinella and Antonino Furnari and Giovanni Puglisi and Anique Snijders and Jelmer Spiekstra}, booktitle={VISAPP International Conference on Computer Vision Theory and Applications, Lisbon, Portugal, January 5-8}, title={Vehicle tracking based on customized template matching}, year={2014}, volume={2}, pages={755-760}, pdf = {publications/battiato2014vehicle.pdf}, url = {http://ieeexplore.ieee.org/document/7295012/?reload=true&arnumber=7295012} }

@InProceedings{furnari2014affine, author = {Antonino Furnari and Giovanni Maria Farinella and Giovanni Puglisi and Arcangelo Ranieri Bruna and Sebastiano Battiato}, title = {Affine Region Detectors on the Fisheye Domain (ICIP)}, year = {2014}, booktitle = {IEEE International Conference on Image Processing, Paris, France, October 27-30}, doi = {10.1109/ICIP.2014.7026149}, pages = {5681--5685}, pdf = {publications/furnari2014affine.pdf}, url = {http://iplab.dmi.unict.it/FisheyeAffine/} }

@InProceedings{furnari2014experimental, author = {Antonino Furnari and Giovanni Maria Farinella and Sebastiano Battiato}, title = {An Experimental Analysis of Saliency Detection with respect to Three Saliency Levels}, year = {2014}, booktitle = {Workshop on Assistive Computer Vision and Robotics (ACVR) in conjunction with ECCV, Zurich, Switzerland, September 12}, doi = {10.1007/978-3-319-16199-0_56}, pages = {806-821}, series = {Lecture Notes in Computer Science}, volume = {8927}, publisher = {Springer Lecture Notes in Computer Science}, pdf = {publications/furnari2014experimental.pdf}, url = {https://link.springer.com/chapter/10.1007/978-3-319-16199-0_56} }

@InProceedings{furnari2015generalized, author = {Antonino Furnari and Giovanni Maria Farinella and Arcangelo Bruna and Sebastiano Battiato}, title = {Generalized Sobel Filters for Gradient Estimation of Distorted Images}, year = {2015}, pages={3250-3254}, booktitle = {IEEE International Conference on Image Processing (ICIP), Quebec, Canada, September 27-30}, pdf = {publications/furnari2015generalized.pdf}, url={http://iplab.dmi.unict.it/DASF/} }

@InProceedings{furnari2015distortion, author = {Antonino Furnari and Giovanni Maria Farinella and Arcangelo Ranieri Bruna and Sebastiano Battiato}, title = {Distortion Adaptive Descriptors: Extending Gradient-Based Descriptors to Wide Angle Images}, booktitle = {International Conference on Image Analysis and Processing (ICIAP), Genova, Italy, September 7-11}, publisher = {Springer Lecture Notes in Computer Science}, year = {2015}, volume = {9280}, series = {Lecture Notes in Computer Science}, pages = {205--215}, doi = {10.1007/978-3-319-23234-8_20}, pdf = {publications/furnari2015distortion.pdf}, url={http://iplab.dmi.unict.it/DASF/} }

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

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

@InProceedings{ragusa2016food, author = {Francesco Ragusa and Valeria Tomaselli and Antonino Furnari and Sebastiano Battiato and Giovanni Maria Farinella}, title = {Food Vs Non-Food Classification}, booktitle = {International Workshop on Multimedia Assisted Dietary Management (MADiMA) in conjunction with ACM, Amsterdam, The Netherlands, October 15-19}, year = {2016}, pages = {77--81}, doi = {10.1145/2986035.2986041}, pdf = {publications/ragusa2016food.pdf}, url = {http://iplab.dmi.unict.it/demofood} }

@Misc{scandura2014image, author = {D. Scandura and S. Battiato and V. Bruno and F. Cannav`{o} and G. M. Farinella and A. Furnari and M. Mattia and G. Pappalardo and G. Puglisi and U. Weigmuller}, title = {Image Processing Techniques to Estimate the Propagation of Ground Deformation at Mt. Etna ({Italy}) from ALOS PALSAR {InSAR} Data}, year = {2014}, note = {American Geophysical Union (AGU) Fall Meeting, San Francisco}, url = {https://agu.confex.com/agu/fm14/webprogram/Paper29459.html} }

@Misc{furnari2016, author = {Antonino Furnari and Giovanni Maria Farinella and Sebastiano Battiato}, title = {Segmenting Egocentric Videos to Highlight Personal Locations of Interest}, year = {2016}, note = {Fourth Workshop on Egocentric (First-Person) Vision in conjunction with CVPR, Las Vegas, Nevada, July 1st}, pdf = {publications/furnari2016segmenting.pdf}, url = {http://iplab.dmi.unict.it/PersonalLocationSegmentation/} }

@InProceedings{ragusa2017understanding, author = {Francesco Ragusa and Antonino Furnari and Giovanni Maria Farinella}, title = {Understanding Food Images to Recommend Utensils During Meals}, booktitle = {International Workshop on Multimedia Assisted Dietary Management (MADiMA) in conjunction with ICIAP, Catania, Italy, September 11-15}, year = {2017}, pdf = {publications/ragusa2017understanding.pdf} }

@InProceedings{guarnera2017graphj, author = {L. Guarnera and G. M. Farinella and A. Furnari and A. Salici and C. Ciampini and V. Matranga and S. Battiato}, title = {GRAPHJ: A Forensics Tool for Handwriting Analysis}, booktitle = {International Conference on Image Analysis and Processing (ICIAP), Catania, Italy, September 11-15}, year = {2017}, pdf = {publications/guarnera2017graph.pdf}, url = {http://iplab.dmi.unict.it/graphj/} }

@InProceedings{Battiato2016, author={S. Battiato and G. M. Farinella and A. Furnari and G. Puglisi}, editor={G. Russo and V. Capasso and G. Nicosia and V. Romano}, title={A Customized System for Vehicle Tracking and Classification}, bookTitle={Progress in Industrial Mathematics at ECMI 2014}, year={2016}, publisher={Springer International Publishing}, pages={5--7}, isbn={978-3-319-23413-7}, doi={10.1007/978-3-319-23413-7_2}, url={https://doi.org/10.1007/978-3-319-23413-7_2} }