Publications
@inproceedings{Rodin_ICASSP_2023_Egocentric_ACTION_ANTICIPATION,
pdf = {https://iplab.dmi.unict.it/fpv/publications/rodin2023egocentric_action_anticipation.pdf},
author = {Ivan Rodin and Antonino Furnari and Dimitrios Mavroeidis and Giovanni Maria Farinella},
title = {Egocentric Action Anticipation for Personal Health},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
year = {2023},
}
@inproceedings{messina2023optimizedpipeline,
pdf = {https://iplab.dmi.unict.it/fpv/publications/messina2023optimizedpipeline.pdf},
year = {2023},
booktitle = {International Conference on Image Analysis and Processing (ICIAP)},
title = {An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images},
author = {Nicola Messina and Fabrizio Falchi and Antonino Furnari and Claudio Gennaro and Giovanni Maria Farinella},
}
@inproceedings{scavo2023quasionline,
pdf = {https://iplab.dmi.unict.it/fpv/publications/scavo2023Quasi-Online.pdf},
year = {2023},
booktitle = {International Conference on Image Analysis and Processing (ICIAP)},
title = {Quasi-Online Detection of Take and Release Actions from Egocentric Videos},
author = {Rosario Scavo and Francesco Ragusa and Giovanni Maria Farinella and Antonino Furnari},
}
@inproceedings{rosano2023moving,
pdf = {https://iplab.dmi.unict.it/fpv/publications/rosano2023moving.pdf},
author = {Marco Rosano and Francesco Ragusa and Antonino Furnari and Giovanni Maria Farinella},
title = {MOVING: a MOdular and flexible platform for embodied VIsual NaviGation},
booktitle = {International Conference on Image Analysis and Processing (ICIAP)},
year = {2023},
}
@inproceedings{bonanno2023hero,
pdf = {https://iplab.dmi.unict.it/fpv/publications/bonanno2023HERO%20A%20Multi-Modal%20Approach.pdf},
author = {Claudia Bonanno and Francesco Ragusa and Antonino Furnari and Giovanni Maria Farinella},
title = {HERO: A Multi-Modal Approach on Mobile Devices for Visual-Aware Conversational Assistance in Industrial Domains},
booktitle = {International Conference on Image Analysis and Processing (ICIAP)},
year = {2023},
}
@article{rosano2023navigation,
year = {2023},
pdf = {https://arxiv.org/pdf/2202.01069.pdf},
title = {Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation},
journal = {Autonomous Robots},
author = {Marco Rosano and Antonino Furnari and Luigi Gulino and Corrado Santoro and Giovanni Maria Farinella},
}
@article{furnari2023streaming,
doi = {https://doi.org/10.1016/j.cviu.2023.103763},
pdf = {https://arxiv.org/pdf/2306.16682.pdf},
url = {https://www.sciencedirect.com/science/article/pii/S1077314223001431?via%3Dihub},
year = {2023},
title = {Streaming egocentric action anticipation: an evaluation scheme and approach},
journal = {Computer Vision and Image Understanding (CVIU)},
author = {Antonino Furnari and Giovanni Maria Farinella},
}
@article{ragusa2023meccano,
year = {2023},
title = {MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain},
journal = {Computer Vision and Image Understanding (CVIU)},
author = {Francesco Ragusa and Antonino Furnari and Giovanni Maria Farinella},
url = {https://arxiv.org/abs/2209.08691}
}
@inproceedings{seminara2023toolforacquisition,
pdf = {publications/seminara2023toolforacquisition.pdf},
author = {Luigi Seminara and Francesco Ragusa and Rosario Leonardi and Giovanni Maria Farinella and Antonino Furnari},
title = {An AR-Based Tool for Acquisition and Automatic Labeling of Human-Object Interactions From First Person Vision},
booktitle = {IEEE Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)},
year = {2023},
}
@InProceedings{ragusa2023stillfast,
author={Francesco Ragusa and Giovanni Maria Farinella and Antonino Furnari},
title={StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
year = {2023},
pdf={https://arxiv.org/pdf/2304.03959.pdf},
url={https://iplab.dmi.unict.it/stillfast/}
}
@inproceedings{ragusa2023enigma,
title = {ENIGMA: Egocentric Navigator for Industrial Guidance, Monitoring and Anticipation},
author = {Francesco Ragusa and Antonino Furnari and Antonino Lopes and Marco Moltisanti and Emanuele Ragusa and Marina Samarotto and Luciano Santo and Nicola Picone and Leo Scarso and Giovanni Maria Farinella},
booktitle = {In International Conference on Computer Vision Theory and Applications (VISAPP)},
year = {2023},
}
@inproceedings{mazzamuto2023wearable,
title = {A Wearable Device Application for Human-Object Interactions Detection},
author = {Michele Mazzamuto and Francesco Ragusa and Alessandro Resta and Giovanni Maria Farinella and Antonino Furnari},
booktitle = {In International Conference on Computer Vision Theory and Applications (VISAPP)},
year = {2023},
}
@inproceedings{quattrocchi2023ppe,
title = {Put Your PPE On: A Tool for Synthetic Data Generation and Related Benchmark in Construction Site Scenarios},
author = {Camillo Quattrocchi and Daniele Di Mauro and Antonino Furnari and Antonino Lopes and Marco Moltisanti and Giovanni Maria Farinella},
booktitle = {In International Conference on Computer Vision Theory and Applications (VISAPP)},
year = {2023},
}
@Article{TREK150ijcv,
author = {Matteo Dunnhofer and Antonino Furnari and Giovanni Maria Farinella and Christian Micheloni},
title = {Visual Object Tracking in First Person Vision},
journal = {International Journal of Computer Vision (IJCV)},
url = {https://machinelearning.uniud.it/datasets/trek150/},
pdf={https://arxiv.org/pdf/2209.13502.pdf},
year = {2022}
}
@article{pasqualino2022multi,
title = {A multi camera unsupervised domain adaptation pipeline for object detection in cultural sites through adversarial learning and self-training},
journal = {Computer Vision and Image Understanding (CVIU)},
pages = {103487},
year = {2022},
issn = {1077-3142},
doi = {https://doi.org/10.1016/j.cviu.2022.103487},
url={https://iplab.dmi.unict.it/OBJ-MDA/},
author = {Giovanni Pasqualino and Antonino Furnari and Giovanni Maria Farinella},
}
@inproceedings{bonanno2022hero,
year = {2022},
booktitle = {International Conference on Signal Processing and Multimedia Applications (SIGMAP)},
title = {HERO: An Artificial Conversational Assistant to Support Humans in Industrial Scenarios},
author = {Claudia Bonanno and Francesco Ragusa and Rosario Leonardi and Antonino Furnari and Giovanni Maria Farinella},
}
@inproceedings{farinella2023wearable,
pdf = {https://iplab.dmi.unict.it/fpv/publications/farinella2023wearable.pdf},
author = {Giovanni Maria Farinella and Antonino Furnari and Francesco Ragusa},
title = {Wearable Visual Intelligence to Assist Humans in Workplaces},
booktitle = {Ital-IA 2023: 3rd National Conference on Artificial Intelligence, organized by CINI, May 29–31, 2023, Pisa, Italy},
year = {2023},
}
@inproceedings{farinella2023artificial,
pdf = {https://iplab.dmi.unict.it/fpv/publications/farinella2023artificial.pdf},
author = {Giovanni Maria Farinella and Antonino Furnari},
title = {Artificial Vision Algorithms for Industry},
booktitle = {Ital-IA 2023: 3rd National Conference on Artificial Intelligence, organized by CINI, May 29–31, 2023, Pisa, Italy},
year = {2023},
}
@inproceedings{puglisi2022,
year = {2022},
booktitle = {International Conference on Signal Processing and Multimedia Applications (SIGMAP)},
title = {Visual RSSI Fingerprinting for Radio-based Indoor Localization},
author = {Giuseppe Puglisi and Daniele Di Mauro and Antonino Furnari and Luigi Gulino and Giovanni Maria Farinella},
}
@inproceedings{furnari2022towards,
year = {2022},
booktitle = {International Conference on Pattern Recognition (ICPR)},
title = {Towards Streaming Egocentric Action Anticipation},
pdf = {https://arxiv.org/pdf/2110.05386.pdf},
author = {Antonino Furnari and Giovanni Maria Farinella}
}
@misc{allegra2022ai,
author = {D. Allegra and S. Battiato and V. Cutello and G. M. Farinella and G. Gallo and A. Furnari and D. Giordano and A. Ortis and S. Palazzo and M. Pavone and C. Spampinato and F. Stanco},
keywords = {misc},
title = {AI per l'Industria presso UniversitĂ degli Studi di Catania},
note = {Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 9-11 Febbraio},
year = {2022},
}
@misc{farinella2022sistemi,
author = {G. M. Farinella and A. Furnari and F. Ragusa},
keywords = {misc},
title = {Sistemi di Visione Artificiale Indossabili in Ambienti Industriali},
note = {Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 9-11 Febbraio},
year = {2022},
}
@misc{farinella2019vedi,
author = {G. M. Farinella and A. Furnari and F. Ragusa and S. Battiato and G. Signorello and A. Lopes and M. Samarotto and L. Santo and G. Distefano and D. Marano},
url = {https://iplab.dmi.unict.it/fpv/ital-ia_vedi_presentazione.pdf},
pdf = {https://iplab.dmi.unict.it/fpv/ital-ia_vedi.pdf},
keywords = {misc},
title = {VEDI - Vision Exploitation for Data Interpretation},
note = {Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo},
year = {2019},
}
@misc{farinella2019sistemi,
author = {G. M. Farinella and A. Furnari},
url = {https://iplab.dmi.unict.it/fpv/ital-ia_visione_indossabile_presentazione.pdf},
pdf = {https://iplab.dmi.unict.it/fpv/ital-ia_visione_indossabile.pdf},
keywords = {misc},
title = {Sistemi di Visione Artificiale Indossabili },
note = {Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo},
year = {2019},
}
@inproceedings{mazzamuto2022weakly,
url = {https://iplab.dmi.unict.it/WS_OBJ_DET/},
author = {M. Mazzamuto and F. Ragusa and A. Furnari and G. M. Farinella},
title = {Weakly Supervised Attended Object Detection Using Gaze Data as Annotations},
booktitle = {International Conference on Image Analysis and Processing (ICIAP)},
year = {2022},
}
@inproceedings{leonardi2022egocentric,
url = {https://iplab.dmi.unict.it/EHOI_SYNTH/},
author = {R. Leonardi and F. Ragusa and A. Furnari and G. M. Farinella},
title = {Egocentric Human-Object Interaction Detection Exploiting Synthetic Data},
booktitle = {International Conference on Image Analysis and Processing (ICIAP)},
year = {2022},
}
@inproceedings{quattrocchi2022panoptic,
url = {https://iplab.dmi.unict.it/ENIGMA_SEG/},
author = {C. Quattrocchi and D. Di Mauro and A. Furnari and G. M. Farinella},
title = {Panoptic Segmentation in Industrial Environments using Synthetic and Real Data},
booktitle = {International Conference on Image Analysis and Processing (ICIAP)},
year = {2022},
}
@inproceedings{pasqualino2022unsupervised,
url = {https://iplab.dmi.unict.it/OBJ-MDA/},
author = {G. Pasqualino and A. Furnari and G. M. Farinella},
title = {Unsupervised Multi-Camera Domain Adaptation for Object Detection in Cultural Sites},
booktitle = {International Conference on Image Analysis and Processing (ICIAP)},
year = {2022},
}
@inproceedings{rodin2022untrimmed,
author = {I. Rodin and A. Furnari and D. Mavroedis and G. M. Farinella},
pdf ={https://arxiv.org/pdf/2202.04132.pdf},
title = {Untrimmed Action Anticipation},
booktitle = {International Conference on Image Analysis and Processing (ICIAP)},
year = {2022},
}
@inproceedings{grauman2022around,
author={Grauman, Kristen and Westbury, Andrew and Byrne, Eugene and Chavis, Zachary and Furnari, Antonino and Girdhar, Rohit and Hamburger, Jackson and Jiang, Hao and Liu, Miao and Liu, Xingyu and Martin, Miguel and Nagarajan, Tushar and Radosavovic, Ilija and Ramakrishnan, Santhosh Kumar and Ryan, Fiona and Sharma, Jayant and Wray, Michael and Xu, Mengmeng and Xu, Eric Zhongcong and Zhao, Chen and Bansal, Siddhant and Batra, Dhruv and Cartillier, Vincent and Crane, Sean and Do, Tien and Doulaty, Morrie and Erapalli, Akshay and Feichtenhofer, Christoph and Fragomeni, Adriano and Fu, Qichen and Fuegen, Christian and Gebreselasie, Abrham and Gonzalez, Cristina and Hillis, James and Huang, Xuhua and Huang, Yifei and Jia, Wenqi and Khoo, Weslie and Kolar, Jachym and Kottur, Satwik and Kumar, Anurag and Landini, Federico and Li, Chao and Li, Yanghao and Li, Zhenqiang and Mangalam, Karttikeya and Modhugu, Raghava and Munro, Jonathan and Murrell, Tullie and Nishiyasu, Takumi and Price, Will and Puentes, Paola Ruiz and Ramazanova, Merey and Sari, Leda and Somasundaram, Kiran and Southerland, Audrey and Sugano, Yusuke and Tao, Ruijie and Vo, Minh and Wang, Yuchen and Wu, Xindi and Yagi, Takuma and Zhu, Yunyi and Arbelaez, Pablo and Crandall, David and Damen, Dima and Farinella, Giovanni Maria and Ghanem, Bernard and Ithapu, Vamsi Krishna and Jawahar, C. V. and Joo, Hanbyul and Kitani, Kris and Li, Haizhou and Newcombe, Richard and Oliva, Aude and Park, Hyun Soo and Rehg, James M. and Sato, Yoichi and Shi, Jianbo and Shou, Mike Zheng and Torralba, Antonio and Torresani, Lorenzo and Yan, Mingfei and Malik, Jitendra},
title = {Around the {W}orld in 3,000 {H}ours of {E}gocentric {V}ideo},
booktitle = {IEEE/CVF International Conference on Computer Vision and Pattern Recognition},
year = {2022},
pdf = {https://arxiv.org/pdf/2110.07058.pdf},
url = {https://ego4d-data.org/},
}
@inproceedings{TREK150,
title={Is First Person Vision Challenging for Object Tracking?},
author={Matteo Dunnhofer and Antonino Furnari and Giovanni Maria Farinella and Christian Micheloni},
booktitle={IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - Visual Object Tracking Challenge},
url={https://machinelearning.uniud.it/datasets/trek150/},
year={2021}
}
@article{rodin2021predicting,
title={Predicting the Future from First Person (Egocentric) Vision: A Survey},
author={Ivan Rodin and Antonino Furnari and Dimitrios Mavroedis and Giovanni Maria Farinella},
year={2021},
volume = {211},
pages = {103252},
issn = {1077-3142},
doi = {https://doi.org/10.1016/j.cviu.2021.103252},
url = {https://www.sciencedirect.com/science/article/pii/S1077314221000965},
journal={Computer Vision and Image Understanding},
pdf={https://arxiv.org/pdf/2107.13411.pdf}
}
@article{moller2021survey,
title={A Survey on Human-aware Robot Navigation},
author={Ronja Möller and Antonino Furnari and Sebastiano Battiato and Aki Härmä and Giovanni Maria Farinella},
year={2021},
journal = {Robotics and Autonomous Systems},
pdf = {https://arxiv.org/pdf/2106.11650.pdf}
}
@inproceedings{dimauro2021unsupervised,
year = {2021},
pdf = {dimauro2021unsupervised.pdf},
url = {https://iplab.dmi.unict.it/EGO-CH-LOC-UDA/},
booktitle = {In International Conference on Computer Vision Theory and Applications (VISAPP)},
author = {Daniele Di Mauro and Antonino Furnari and Giovanni Signorello and Giovanni Maria Farinella},
title = {Unsupervised Domain Adaptation for 6DOF Indoor Localization},
}
@article{pasqualino2021unsupervised,
title={An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites},
author={Giovanni Pasqualino and Antonino Furnari and Giovanni Signorello and Giovanni Maria Farinella},
journal={Image and Vision Computing},
doi={https://doi.org/10.1016/j.imavis.2021.104098},
url={https://iplab.dmi.unict.it/EGO-CH-OBJ-UDA/},
pdf={https://arxiv.org/pdf/2008.01882.pdf},
year={2021}
}
@inproceedings{orlando2020virtual,
year = {2020},
pdf = {https://iplab.dmi.unict.it/DomainAdaptationLocalization/Main_paper.pdf},
url = {https://iplab.dmi.unict.it/DomainAdaptationLocalization/},
booktitle = {Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS)},
title = {Virtual to Real Unsupervised Domain Adaptation for Image-Based Localization in Cultural Sites},
author = {Santi Orlando},
}
@inproceedings{ragusa2021meccano,
pdf = {https://arxiv.org/pdf/2010.05654.pdf},
url = {https://iplab.dmi.unict.it/MECCANO},
primaryclass = {cs.CV},
booktitle={IEEE Winter Conference on Application of Computer Vision (WACV)},
eprint = {2010.05654},
year = {2021},
author = {Francesco Ragusa and Antonino Furnari and Salvatore Livatino and Giovanni Maria Farinella},
title = {The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain}
}
@inproceedings{ragusa2020semantic,
year = {2020},
booktitle = {International Conference on Pattern Recognition (ICPR)},
title = {Semantic Object Segmentation in Cultural Sites using Real and Synthetic Data},
pdf = {ICPR2020_Segmentation_CR.pdf},
url = {https://iplab.dmi.unict.it/EGO-CH-OBJ-SEG/},
author = {Francesco Ragusa and Daniele Di Mauro and Alfio Palermo and Antonino Furnari and Giovanni Maria Farinella}
}
@inproceedings{rosano2020navigation,
title={On Embodied Visual Navigation in Real Environments Through Habitat},
author={Marco Rosano and Antonino Furnari and Luigi Gulino and Giovanni Maria Farinella},
booktitle={International Conference on Pattern Recognition (ICPR)},
pdf={https://arxiv.org/pdf/2010.13439.pdf},
url={https://iplab.dmi.unict.it/EmbodiedVN/},
year={2020}
}
@inproceedings{pasqualino2020unsupervised,
year = {2020},
booktitle = {International Conference on Pattern Recognition (ICPR)},
title = {Unsupervised Domain Adaptation for Object Detection in Cultural Sites},
pdf={https://iplab.dmi.unict.it/EGO-CH-OBJ-ADAPT/pasqualino2020unsupervised.pdf},
url={https://iplab.dmi.unict.it/EGO-CH-OBJ-ADAPT/},
author = {Giovanni Pasqualino and Antonino Furnari and Giovanni Maria Farinella}
}
@inproceedings{camporese2020knowledge,
year = {2020},
booktitle = {International Conference on Pattern Recognition (ICPR)},
title = {Knowledge Distillation for Action Anticipation via Label Smoothing},
pdf = {https://arxiv.org/pdf/2004.07711.pdf},
author = {Guglielmo Camporese and Pasquale Coscia and Antonino Furnari and Giovanni Maria Farinella and Lamberto Ballan},
}
@article{Damen2021rescaling,
title = {Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100},
author = {Damen, Dima and Doughty, Hazel and Farinella, Giovanni Maria and Furnari, Antonino and Kazakos, Evangelos and Ma, Jian and Moltisanti, Davide and Munro, Jonathan and Perrett, Toby and Price, Will and Wray, Michael},
journal = {International Journal on Computer Vision (IJCV)},
volume = {130},
pages={33-55},
year = {2022},
url = {http://epic-kitchens.github.io/2020-100},
pdf = {http://arxiv.org/pdf/2006.13256.pdf},
}
@article{dimauro2020sceneadapt,
title = "SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning",
journal = "Pattern Recognition Letters",
volume = "136",
pages = "175 - 182",
year = "2020",
issn = "0167-8655",
doi = "https://doi.org/10.1016/j.patrec.2020.06.002",
url = "https://iplab.dmi.unict.it/SceneAdapt/",
pdf = "https://arxiv.org/pdf/2006.10386.pdf",
author = "Daniele Di Mauro and Antonino Furnari and Giuseppe Patanè and Sebastiano Battiato and Giovanni Maria Farinella"
}
@article{damen2020epic,
author = {Dima Damen and Hazel Doughty and Giovanni Maria Farinella and Sanja Fidler and Antonino Furnari and Evangelos Kazakos and Davide Moltisanti and Jonathan Munro
and Toby Perrett and Will Price and Michael Wray},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)},
title = {The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines},
url = {https://epic-kitchens.github.io/},
pdf = {https://arxiv.org/pdf/2005.00343.pdf},
year={2021},
volume={43},
number={11},
pages={4125-4141},
doi = {10.1109/TPAMI.2020.2991965}
}
@article{furnari2020rulstm,
author = {Antonino Furnari and Giovanni Maria Farinella},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)},
title = {Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video},
url = {https://iplab.dmi.unict.it/rulstm},
pdf = {https://arxiv.org/pdf/2005.02190.pdf},
year = {2021},
doi = {10.1109/TPAMI.2020.2992889},
volume={43},
number={11},
pages={4021-4036}
}
@inproceedings{moller2020face,
author = {Ronja Möller, Antonino Furnari1, Sebastiano Battiato1,Aki Härmä, and Giovanni Maria Farinella},
pdf = {moller2020face.pdf},
title = {Face Analysis and Body LanguageUnderstanding from Egocentric Cameras},
booktitle = {SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI},
year = {2020},
}
@inproceedings{rodin2020scene,
author = {Ivan Rodin and Antonino Furnari and Dimitrios Mavroeidis and Giovanni Maria Farinella},
pdf = {rodin2020scene.pdf},
title = {Scene Understanding and Interaction Anticipation from First Person Vision},
booktitle = {SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI},
year = {2020},
}
@article{orlando2020egocentric,
author = {S. Orlando and A. Furnari and G. M. Farinella},
url = {https://iplab.dmi.unict.it/SimulatedEgocentricNavigations/},
pdf = {orlando2020egocentric.pdf},
year = {2020},
journal = {Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage},
title = {Egocentric Visitor Localization and Artwork Detection inCultural Sites Using Synthetic Data},
}
@article{ragusa2020egoch,
title = {EGO-CH: Dataset and Fundamental Tasks for Visitors Behavioral Understanding using Egocentric Vision},
journal = {Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage},
year = {2020},
pdf = {ragusa2020egoch.pdf},
url = {https://iplab.dmi.unict.it/EGO-CH/},
author = {F. Ragusa and A. Furnari and S. Battiato and G. Signorello and G. M. Farinella},
}
@inproceedings{pasqualino2020localizing,
year = {2020},
booktitle = {International Conference on Computer Vision Theory and Applications (VISAPP)},
title = {Localizing Visitors in Natural Sites Exploiting Modality Attention on Egocentric Images and GPS Data},
pdf = {pasqualino2020localizing.pdf},
author = {Giovanni Pasqualino and Stefano Scafiti and Antonino Furnari and Giovanni Maria Farinella},
}
@inproceedings{rosano2020comparison,
year = {2020},
booktitle = {International Conference on Computer Vision Theory and Applications (VISAPP)},
title = {A Comparison of Visual Navigation Approaches Based on Localization
and Reinforcement Learning in Virtual and Real Environments},
pdf = {rosano2020comparison.pdf},
author = {Marco Rosano},
}
@inproceedings{vedi2019,
pdf = {http://iplab.dmi.unict.it/VEDI_project/CR_VEDI_ICIAP2019.pdf},
url = {http://iplab.dmi.unict.it/VEDI_project/},
year = {2019},
booktitle = {International Conference on Image Analysis and Processing (ICIAP)},
title = {VEDI: Vision Exploitation for Data Interpretation},
author = {G. M. Farinella and G. Signorello and S. Battiato and A. Furnari and F. Ragusa and R. Leonardi and E. Ragusa and E. Scuderi and A. Lopes and L. Santo and M. Samarotto},
}
@article{milotta2019egocentric,
pdf = {milotta2019egocentric.pdf},
author = {Filippo L.M. Milotta and Antonino Furnari and Sebastiano Battiato and Giovanni Signorello and Giovanni M. Farinella},
url = {https://iplab.dmi.unict.it/EgoNature/},
doi = {https://doi.org/10.1016/j.jvcir.2019.102664},
issn = {1047-3203},
year = {2019},
pages = {102664},
journal = {Journal of Visual Communication and Image Representation},
title = {Egocentric Visitors Localization in Natural Sites},
}
article{spera2021egocart,
title = {EgoCart: a Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores},
pages = {1253-1267},
issue = {4},
volume = {31},
journal = {IEEE Transactions on Circuits and Systems for Video Technology},
year = {2021},
pdf = {spera2021egocart.pdf},
url = {https://iplab.dmi.unict.it/EgocentricShoppingCartLocalization/},
author = {Emiliano Spera and Antonino Furnari and Sebastiano Battiato and Giovanni M. Farinella},
}
@article{spera2021egocart,
author = {Emiliano Spera and Antonino Furnari and Sebastiano Battiato and Giovanni M. Farinella},
url = {https://iplab.dmi.unict.it/EgocentricShoppingCartLocalization/},
pdf = {spera2021egocart.pdf},
year = {2021},
pages = "1253-1267",
issue = "4",
volume="31",
journal = {IEEE Transactions on Circuits and Systems for Video Technology},
title = {EgoCart: a Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores}
}
@patent{farinella2019integrated,
title={Integrated Method With Wearable Kit For Behavioural Analysis And Augmented Vision (Italian Version: Metodo Integrato con Kit Indossabile per Analisi Comportamentale e Visione Aumentata)},
author={G. M. Farinella and G. Signorello and A. Furnari and S. Battiato and E. Scuderi and A. Lopes and L. Santo and M. Samarotto and G. P. A. Distefano and D. G. Marano,},
year={2018},
note={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.}
}
@InProceedings{leo2019deep,
author="Marco Leo and Antonino Furnari and Gerard G. Medioni and Mohan Trivedi and Giovanni Maria Farinella",
title="Deep Learning for Assistive Computer Vision",
booktitle="Computer Vision -- ECCV 2018 Workshops",
year="2019",
pages="3--14",
pdf="leo2019deep.pdf"
}
@inproceedings{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},
booktitle = {International Conference on Computer Vision (ICCV)},
pdf = {https://arxiv.org/pdf/1905.09035.pdf},
url = {http://iplab.dmi.unict.it/rulstm}
}
@inproceedings{furnari2019egocentric,
title = {Egocentric Action Anticipation by Disentangling Encoding and Inference},
author = {Antonino Furnari and Giovanni Maria Farinella},
year = {2019},
pdf ={furnari2019egocentric.pdf},
booktitle = {International Conference on Image Processing (ICIP)}
}
@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},
pdf = {ragusa2019point.pdf}
}
@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},
pdf={orlando2019image.pdf}
}
@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},
pdf ={milotta2019visitors.pdf}
}
@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 = {https://arxiv.org/pdf/1904.05264.pdf},
year = "2019",
journal = {Journal on Computing and Cultural Heritage (JOCCH)},
title = {Egocentric Visitors Localization in Cultural Sites},
volume = {12},
issue = {2},
doi = {https://doi.org/10.1145/3276772}
}
@inproceedings{furnari2018Leveraging,
year = "2018",
pdf = {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},
url = {https://github.com/fpv-iplab/action-anticipation-losses}
}
@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 = "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 (ECCV)},
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 = {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 = "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},
pdf={ragusa2018localization.pdf}
}
@inproceedings{dimauro2018comparison,
author = {D. Di Mauro and A. Furnari and G. Patane' 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},
pdf={dimauro2018comparison.pdf}
}
@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 = {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={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 = {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 = {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 = "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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {ragusa2016food.pdf},
url = {http://iplab.dmi.unict.it/demofood}
}
@Misc{scandura2014image,
author = {D. Scandura and S. Battiato and V. Bruno and F. Cannavo' 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}
}
@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 = {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 = {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}
}
@article{dimauro2019estimating,
author = {Daniele Di Mauro and Antonino Furnari and Giuseppe Patane' and Sebastiano Battiato and Giovanni Maria Farinella},
title = {Estimating the occupancy status of parking areas by counting cars and non-empty stalls},
journal = {Journal of Visual Communication and Image Representation},
volume = {62},
pages = {234 - 244},
year = {2019},
issn = {1047-3203},
pdf = {dimauro2019estimating.pdf},
}