Research

Full list · Google Scholar ↗

My research lies in the areas of Computer Vision and Machine Learning, with a focus on embodied vision. I study how intelligent systems can perceive, understand, and anticipate human actions and interactions from an egocentric viewpoint, enabling wearable assistive technologies that provide timely and meaningful support to users. Below is the list of my publications.

2026

ViterbiPlanNet: Injecting Procedural Knowledge via Differentiable Viterbi for Planning in Instructional Videos

ViterbiPlanNet: Injecting Procedural Knowledge via Differentiable Viterbi for Planning in Instructional Videos

Luigi Seminara, Daniele Moltisanti, Antonino Furnari

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2026
PDF ↗ Project ↗
BibTeX
@inproceedings{Seminara2026ViterbiPlanNet,
  year = { 2026 },
  booktitle = { IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) },
  title = { ViterbiPlanNet: Injecting Procedural Knowledge via Differentiable Viterbi for Planning in Instructional Videos },
  author = { Luigi Seminara and Daniele Moltisanti and Antonino Furnari },
  pdf = {https://arxiv.org/pdf/2603.04265},
  url = {https://arxiv.org/abs/2603.04265}
}
Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos

Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos

Seminara, Luigi, Farinella, Giovanni Maria, Furnari, Antonino

IEEE Transactions on Pattern Analysis and Machine Intelligence 2026
BibTeX
@article{seminara2026task,
  author={Seminara, Luigi and Farinella, Giovanni Maria and Furnari, Antonino},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, 
  title={Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos}, 
  year={2026},
  volume={},
  number={},
  pages={1-18},
  doi={10.1109/TPAMI.2026.3689721}}
Patent Application Number EP26154141.1, filling date: 26/01/2026, Toyota, University of Catania

A Method for Sorting a Database

Giovanni Maria Farinella, Michele Mazzamuto, Daniele Di Mauro, Antonino Furnari Gianpiero Francesca

Patent Application Number EP26154141.1, filling date: 26/01/2026, Toyota, University of Catania 2026
BibTeX
@misc{farinella2026method,
  note = { Patent Application Number EP26154141.1, filling date: 26/01/2026, Toyota, University of Catania },
  year = { 2026 },
  author = { Giovanni Maria Farinella and Michele Mazzamuto and Daniele Di Mauro and Antonino Furnari Gianpiero Francesca },
  title = { A Method for Sorting a Database },
}
Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance

Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance

Francesco Ragusa, Michele Mazzamuto, Rosario Forte, Irene D'Ambra, James Fort, Jakob Engel, Antonino Furnari, Giovanni Maria Farinella

IEEE Winter Conference on Application of Computer Vision (WACV) 2026
PDF ↗ Project ↗
BibTeX
@inproceedings{Ragusa2026Ego-EXTRA,
  year = { 2026 },
  booktitle = { IEEE Winter Conference on Application of Computer Vision (WACV) },
  title = { Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance },
  author = { Francesco Ragusa and Michele Mazzamuto and Rosario Forte and Irene D'Ambra and James Fort and Jakob Engel and Antonino Furnari and Giovanni Maria Farinella },
  pdf = { https://arxiv.org/pdf/2512.13238 },
}
International Conference on Computer Vision Theory and Applications (VISAPP)

Exploring Multimodal LMMs for Online Episodic Memory Question Answering on the Edge

Giuseppe Lando, Rosario Forte, Antonino Furnari

International Conference on Computer Vision Theory and Applications (VISAPP) 2026
arXiv ↗ PDF ↗
BibTeX
@inproceedings{forte2026exploring,
  title={Exploring Multimodal LMMs for Online Episodic Memory Question Answering on the Edge},
  author={Giuseppe Lando and Rosario Forte and Antonino Furnari},
  booktitle={International Conference on Computer Vision Theory and Applications (VISAPP)},
  year={2026},
  url={https://arxiv.org/abs/2602.22455},
  pdf={https://arxiv.org/pdf/2602.22455}
}
Integrating Affordances and Attention models for Short-Term Object Interaction Anticipation

Integrating Affordances and Attention models for Short-Term Object Interaction Anticipation

Lorenzo Mur-Labadia, Ruben Martinez-Cantin, Jose J. Guerrero, Giovanni Maria Farinella, Antonino Furnari

IEEE Transactions on Pattern Analysis and Machine Intelligence 2026
PDF ↗ Project ↗
BibTeX
@article{MurLabadia2026-Integrating,
  pdf = { publications/Mur_Labadia2026Integrating.pdf },
  url = { https://ieeexplore.ieee.org/document/11344783 },
  pages = { 1-17 },
  number = {  },
  year = { 2026 },
  doi = { http://10.1109/TPAMI.2026.3652831 },
  title = { Integrating Affordances and Attention models for Short-Term Object Interaction Anticipation },
  journal = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
  author = { Lorenzo Mur-Labadia and Ruben Martinez-Cantin and Jose J. Guerrero and Giovanni Maria Farinella and Antonino Furnari },
}
Leveraging Synthetic Data for Enhancing Egocentric Hand-Object Interaction Detection

Leveraging Synthetic Data for Enhancing Egocentric Hand-Object Interaction Detection

Rosario Leonardi, Antonino Furnari, Francesco Ragusa, Giovanni Maria Farinella

International Journal of Computer Vision (IJCV) 2026
PDF ↗
BibTeX
@article{Leonardi2026Leveraging,
  year = { 2026 },
  url = {  },
  pdf = { publications/Leonardi2026Leveraging.pdf },
  doi = { https://doi.org/10.48550/arXiv.2603.29733 },
  pages = {  },
  title = { Leveraging Synthetic Data for Enhancing Egocentric Hand-Object Interaction Detection },
  journal = { International Journal of Computer Vision (IJCV) },
  author = { Rosario Leonardi and Antonino Furnari and Francesco Ragusa and Giovanni Maria Farinella },
}
Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory

Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory

Zaira Manigrasso, Matteo Dunnhofer, Antonino Furnari, Moritz Nottebaum, Antonio Finocchiaro, Davide Marana, Rosario Forte, Giovanni Maria Farinella, Christian Micheloni

IEEE Winter Conference on Application of Computer Vision (WACV) 2026
BibTeX
@inproceedings{Manigrasso2026Online,
  year = { 2026 },
  booktitle = { IEEE Winter Conference on Application of Computer Vision (WACV) },
  title = { Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory },
  author = { Zaira Manigrasso and Matteo Dunnhofer and Antonino Furnari and Moritz Nottebaum and Antonio Finocchiaro and Davide Marana and Rosario Forte and Giovanni Maria Farinella and Christian Micheloni },
  pdf = {  },
}
ProSkill: Segment-Level Skill Assessment in Procedural Videos

ProSkill: Segment-Level Skill Assessment in Procedural Videos

Michele Mazzamuto, Daniele Di Mauro, Gianpiero Francesca, Giovanni Maria Farinella, Antonino Furnari

IEEE Winter Conference on Application of Computer Vision (WACV) 2026
PDF ↗ Project ↗
BibTeX
@inproceedings{Mazzamuto2026ProSkill,
  year = { 2026 },
  booktitle = { IEEE Winter Conference on Application of Computer Vision (WACV) },
  title = { ProSkill: Segment-Level Skill Assessment in Procedural Videos },
  author = { Michele Mazzamuto and Daniele Di Mauro and Gianpiero Francesca and Giovanni Maria Farinella and Antonino Furnari },
  pdf = {https://arxiv.org/pdf/2601.20661},
  url = {https://fpv-iplab.github.io/ProSkill/}
}
TI-PREGO: Chain of Thought and In-Context Learning for online mistake detection in PRocedural EGOcentric videos

TI-PREGO: Chain of Thought and In-Context Learning for online mistake detection in PRocedural EGOcentric videos

Leonardo Plini, Luca Scofano, Edoardo De Matteis, Guido Maria D’Amely di Melendugno, Alessandro Flaborea, Andrea Sanchietti, Giovanni Maria Farinella, Fabio Galasso, Antonino Furnari

Computer Vision and Image Understanding 2026
PDF ↗ Project ↗
BibTeX
@article{Plini2026TI-PREGO,
  author = { Leonardo Plini and Luca Scofano and Edoardo De Matteis and Guido Maria D’Amely di Melendugno and Alessandro Flaborea and Andrea Sanchietti and Giovanni Maria Farinella and Fabio Galasso and Antonino Furnari },
  journal = { Computer Vision and Image Understanding },
  title = { TI-PREGO: Chain of Thought and In-Context Learning for online mistake detection in PRocedural EGOcentric videos },
  year = { 2026 },
  url = { https://www.sciencedirect.com/science/article/pii/S1077314225003364 },
  pdf = { publications/Plini2026TIPREGO.pdf },
  doi = { https://doi.org/10.1016/j.cviu.2025.104613 },
  pages = {  },
}

2025

Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) Workshops

A Benchmark of Egocentric Scene Graph Prediction Methods for Understanding Human-Object Interactions

Asfand Yaar, Ivan Rodin, Giovanni Maria Farinella, Antonino Furnari

Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) Workshops 2025
BibTeX
@inproceedings{Yaar2025Benchmark,
  author    = {Asfand Yaar and Ivan Rodin and Giovanni Maria Farinella and Antonino Furnari},
  title     = {A Benchmark of Egocentric Scene Graph Prediction Methods for Understanding Human-Object Interactions},
  booktitle = {Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) Workshops},
  year      = {2025}
}
Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) Workshops

A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains

Antonio Finocchiaro, Alessandro Sebastiano Catinello, Michele Mazzamuto, Rosario Leonardi, Antonino Furnari, Giovanni Maria Farinella

Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) Workshops 2025
BibTeX
@inproceedings{Finocchiaro2025RealTime,
  author    = {Antonio Finocchiaro and Alessandro Sebastiano Catinello and Michele Mazzamuto and Rosario Leonardi and Antonino Furnari and Giovanni Maria Farinella},
  title     = {A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains},
  booktitle = {Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) Workshops},
  year      = {2025}
}
International Conference on Computer Vision Theory and Applications (VISAPP)

Benchmarking Neural Rendering Approaches for 3D Reconstruction of Underwater Environments

Salvatore Mario Carota, Alessandro Privitera, Daniele Di Mauro, Antonino Furnari, Giovanni Maria Farinella, Francesco Ragusa

International Conference on Computer Vision Theory and Applications (VISAPP) 2025
BibTeX
@inproceedings{carota2025benchmarking,
  year = {2025},
  booktitle = { International Conference on Computer Vision Theory and Applications (VISAPP)  },
  title = { Benchmarking Neural Rendering Approaches for 3D Reconstruction of Underwater Environments},
  author = { Salvatore Mario Carota and Alessandro Privitera and Daniele Di Mauro and Antonino Furnari and Giovanni Maria Farinella and Francesco Ragusa}
}
International Conference on Agents and Artificial Intelligence (ICAART)

CrowdSim++: Unifying Crowd Navigation and Obstacle Avoidance

Marco Rosano, Danilo Leocata, Antonino Furnari, Giovanni Maria Farinella

International Conference on Agents and Artificial Intelligence (ICAART) 2025
PDF ↗
BibTeX
@inproceedings{rosano2025crowdsim++,
  author = { Marco Rosano and Danilo Leocata and Antonino Furnari and Giovanni Maria Farinella },
  title = {  CrowdSim++: Unifying Crowd Navigation and Obstacle Avoidance  },
  booktitle = {  International Conference on Agents and Artificial Intelligence (ICAART)  },
  pdf = { https://iplab.dmi.unict.it/live/publications/Rosano2025CrowdSim.pdf},
  year = { 2025 },
}
Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP)

Efficient Calisthenics Skills Classification through Foreground Instance Selection and Depth Estimation

Antonio Finocchiaro, Giovanni Maria Farinella, Antonino Furnari

Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) 2025
BibTeX
@inproceedings{Finocchiaro2025Efficient,
  author    = {Antonio Finocchiaro and Giovanni Maria Farinella and Antonino Furnari},
  title     = {Efficient Calisthenics Skills Classification through Foreground Instance Selection and Depth Estimation},
  booktitle = {Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP)},
  year      = {2025}
}
Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP)

Ego and exo views for an object-level human behavior analysis and understanding through tracking in retail spaces

Alessandro Sebastiano Catinello, Matteo Dunnhofer, Giovanni Maria Farinella, Emanuele Frontoni, Antonino Furnari, Christian Micheloni, Marina Paolanti, Rocco Pietrini, Devis Salierno, Lorenzo Stacchio, Asfand Yaar

Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) 2025
BibTeX
@inproceedings{Catinello2025EgoExo,
  author    = {Alessandro Sebastiano Catinello and Matteo Dunnhofer and Giovanni Maria Farinella and Emanuele Frontoni and Antonino Furnari and Christian Micheloni and Marina Paolanti and Rocco Pietrini and Devis Salierno and Lorenzo Stacchio and Asfand Yaar},
  title     = {Ego and exo views for an object-level human behavior analysis and understanding through tracking in retail spaces},
  booktitle = {Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP)},
  year      = {2025}
}
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives

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

International Journal of Computer Vision 2025
PDF ↗ Project ↗
BibTeX
@article{Grauman2025,
  author    = {Kristen Grauman and Andrew Westbury and Lorenzo Torresani and Kris Kitani and Jitendra Malik and Triantafyllos Afouras and Kumar Ashutosh and Vijay Baiyya and Siddhant Bansal and Bikram Boote and Eugene Byrne and Zach Chavis and Joya Chen and Feng Cheng and Fu-Jen Chu and Sean Crane and Avijit Dasgupta and Jing Dong and Maria Escobar and Cristhian Forigua and Abrham Gebreselasie and Sanjay Haresh and Jing Huang and Md Mohaiminul Islam and Suyog Jain and Rawal Khirodkar and Devansh Kukreja and Kevin J. Liang and Jia-Wei Liu and Sagnik Majumder and Yongsen Mao and Miguel Martin and Effrosyni Mavroudi and Tushar Nagarajan and Francesco Ragusa and Santhosh Kumar Ramakrishnan and Luigi Seminara and Arjun Somayazulu and Yale Song and Shan Su and Zihui Xue and Edward Zhang and Jinxu Zhang and Angela Castillo and Changan Chen and Xinzhu Fu and Ryosuke Furuta and Cristina González and Prince Gupta and Jiabo Hu and Yifei Huang and Yiming Huang and Weslie Khoo and Anush Kumar and Robert Kuo and Sach Lakhavani and Miao Liu and Mi Luo and Zhengyi Luo and Brighid Meredith and Austin Miller and Oluwatumininu Oguntola and Xiaqing Pan and Penny Peng and Shraman Pramanick and Merey Ramazanova and Fiona Ryan and Wei Shan and Kiran Somasundaram and Chenan Song and Audrey Southerland and Masatoshi Tateno and Huiyu Wang and Yuchen Wang and Takuma Yagi and Mingfei Yan and Xitong Yang and Zecheng Yu and Shengxin Cindy Zha and Chen Zhao and Ziwei Zhao and Zhifan Zhu and Jeff Zhuo and Pablo Arbeláez and Gedas Bertasius and David Crandall and Dima Damen and Jakob Engel and Giovanni Maria Farinella and Antonino Furnari and Bernard Ghanem and Judy Hoffman and C. V. Jawahar and Richard Newcombe and Hyun Soo Park and James M. Rehg and Yoichi Sato and Manolis Savva and Jianbo Shi and Mike Zheng Shou and Michael Wray},
  title     = {Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives},
  journal   = {International Journal of Computer Vision},
  year      = {2025},
  month     = nov,
  day       = {24},
  volume    = {},
  number    = {},
  pages     = {},
  doi       = {10.1007/s11263-025-02557-6},
  url       = {https://doi.org/10.1007/s11263-025-02557-6},
  issn      = {1573-1405},
  pdf = {https://link.springer.com/content/pdf/10.1007/s11263-025-02557-6.pdf}
}
IET Computer Vision

Egocentric Action Anticipation from Untrimmed Videos

Ivan Rodin, Antonino Furnari, Giovanni Maria Farinella

IET Computer Vision 2025
PDF ↗ Project ↗
BibTeX
@article{Rodin2025Egocentric,
  author = { Ivan Rodin and Antonino Furnari and Giovanni Maria Farinella },
  journal = { IET Computer Vision },
  title = { Egocentric Action Anticipation from Untrimmed Videos },
  year = { 2025 },
  url = { https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/cvi2.12342 },
  pdf = {https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/cvi2.12342?download=true},
  doi = { 10.1049/cvi2.12342 },
  pages = {  },
}
Ital-IA 2025: 5th National Conference on Artificial Intelligence, June 23–24, 2025, Trieste, Italy

Egocentric Human-Object Interaction in Industrial Scenarios: a Case Study

Marco Moltisanti, Ketty Cantone, Antonino Lopes, Emanuele Ragusa, Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella

Ital-IA 2025: 5th National Conference on Artificial Intelligence, June 23–24, 2025, Trieste, Italy 2025
PDF ↗
BibTeX
@inproceedings{moltisanti2025Egocentric,
  pdf = { https://iplab.dmi.unict.it/live/publications/Moltisanti2025Egogentric.pdf},
  year = { 2025 },
  booktitle = { Ital-IA 2025: 5th National Conference on Artificial Intelligence, June 23–24, 2025, Trieste, Italy },
  title = { Egocentric Human-Object Interaction in Industrial Scenarios: a Case Study },
  author = { Marco Moltisanti and Ketty Cantone and Antonino Lopes and Emanuele Ragusa and Rosario Leonardi and Francesco Ragusa and Antonino Furnari and Giovanni Maria Farinella },
}
International Journal on Computer Vision (IJCV)

Exocentric-to-Egocentric Adaptation for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs

Camillo Quattrocchi, Antonino Furnari, Daniele Di Mauro, Mario Valerio Giuffrida, Giovanni Maria Farinella

International Journal on Computer Vision (IJCV) 2025
Project ↗
BibTeX
@article{quattrocchi2024synchronization,
  year = { 2025 },
  journal = { International Journal on Computer Vision (IJCV) },
  title = { Exocentric-to-Egocentric Adaptation for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs },
  author = { Camillo Quattrocchi and Antonino Furnari and Daniele Di Mauro and Mario Valerio Giuffrida and Giovanni Maria Farinella },
  url = { https://github.com/fpv-iplab/synchronization-is-all-you-need },
}
Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities

Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities

Mazzamuto, Michele, Furnari, Antonino, Sato, Yoichi, Farinella, Giovanni Maria

IEE/CVF Conference on Computer Vision and Patter Recognition 2025
PDF ↗
BibTeX
@inproceedings{mazzamuto2025gazing,
 author = {Mazzamuto, Michele and Furnari, Antonino and Sato, Yoichi and Farinella, Giovanni Maria},
 booktitle = {IEE/CVF Conference on Computer Vision and Patter Recognition},
 title = {Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities},
 pdf = {https://arxiv.org/pdf/2406.08379.pdf},
 year = {2025}
}
Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP)

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering?

Giuseppe Lando, Rosario Forte, Giovanni Maria Farinella, Antonino Furnari

Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) 2025
BibTeX
@inproceedings{Lando2025HowFar,
  author    = {Giuseppe Lando and Rosario Forte and Giovanni Maria Farinella and Antonino Furnari},
  title     = {How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering?},
  booktitle = {Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP)},
  year      = {2025}
}
Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP)

Mamba-OTR: a Mamba-based Solution for Online Take and Release Detection from Untrimmed Egocentric Video

Alessandro Sebastiano Catinello, Giovanni Maria Farinella, Antonino Furnari

Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) 2025
BibTeX
@inproceedings{Catinello2025MambaOTR,
  author    = {Alessandro Sebastiano Catinello and Giovanni Maria Farinella and Antonino Furnari},
  title     = {Mamba-OTR: a Mamba-based Solution for Online Take and Release Detection from Untrimmed Egocentric Video},
  booktitle = {Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP)},
  year      = {2025}
}
International Conference on Computer Vision Theory and Applications (VISAPP)

Online Detection of End of Take and Release actions from Egocentric Videos

Alessandro Sebastiano Catinello, Giovanni Maria Farinella, Antonino Furnari

International Conference on Computer Vision Theory and Applications (VISAPP) 2025
PDF ↗
BibTeX
@inproceedings{catinello2025online,
  pdf = {https://www.scitepress.org/Papers/2024/124104/124104.pdf},
  year = {2025},
  booktitle = { International Conference on Computer Vision Theory and Applications (VISAPP)  },
  title = { Online Detection of End of Take and Release actions from Egocentric Videos},
  author = { Alessandro Sebastiano Catinello and Giovanni Maria Farinella and Antonino Furnari }
}
Ital-IA 2025: 5th National Conference on Artificial Intelligence, June 23–24, 2025, Trieste, Italy

Spatial Understanding for Industry

Daniele Di Mauro, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella

Ital-IA 2025: 5th National Conference on Artificial Intelligence, June 23–24, 2025, Trieste, Italy 2025
BibTeX
@inproceedings{dimauro2025spatial,
  author = { Daniele Di Mauro and Francesco Ragusa and Antonino Furnari and Giovanni Maria Farinella },
  title = { Spatial Understanding for Industry  },
  booktitle = {  Ital-IA 2025: 5th National Conference on Artificial Intelligence, June 23–24, 2025, Trieste, Italy  },
  year = { 2025 },
  pdf = {  },
}
Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP)

T-EVO: Tracking in Egovision for Online Visual Episodic Memory

Zaira Manigrasso, Antonio Finocchiaro, Davide Manara, Rosario Forte, Moritz Nottebaum, Matteo Dunnhofer, Giovanni Maria Farinella, Antonino Furnari, Christian Micheloni

Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) 2025
BibTeX
@inproceedings{Manigrasso2025TEVO,
  author    = {Zaira Manigrasso and Antonio Finocchiaro and Davide Manara and Rosario Forte and Moritz Nottebaum and Matteo Dunnhofer and Giovanni Maria Farinella and Antonino Furnari and Christian Micheloni},
  title     = {T-EVO: Tracking in Egovision for Online Visual Episodic Memory},
  booktitle = {Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP)},
  year      = {2025}
}

2024

Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos

Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos

Seminara, Luigi, Farinella, Giovanni Maria, Furnari, Antonino

Advances in Neural Information Processing Systems 2024
PDF ↗ Project ↗
BibTeX
@inproceedings{seminara2024differentiable,
 author = {Seminara, Luigi and Farinella, Giovanni Maria and Furnari, Antonino},
 booktitle = {Advances in Neural Information Processing Systems},
 title = {Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos},
 pdf = {https://arxiv.org/pdf/2406.01486.pdf},
 url = {https://github.com/fpv-iplab/Differentiable-Task-Graph-Learning},
 year = {2024}
}
Action Scene Graphs for Long-Form Understanding of Egocentric Videos

Action Scene Graphs for Long-Form Understanding of Egocentric Videos

Ivan Rodin, Antonino Furnari, Kyle Min, Subarna Tripathi, Giovanni Maria Farinella

Conference on Computer Vision and Pattern Recognition (CVPR) 2024
PDF ↗
BibTeX
@inproceedings{rodin2023action,
  primaryclass = { cs.CV },
  archiveprefix = { arXiv },
  eprint = { 2312.03391 },
  pdf = {https://arxiv.org/pdf/2312.03391.pdf},
  year = {2024},
  booktitle = {  Conference on Computer Vision and Pattern Recognition (CVPR)  },
  title = {Action Scene Graphs for Long-Form Understanding of Egocentric Videos},
  author = {Ivan Rodin and Antonino Furnari and Kyle Min and Subarna Tripathi and Giovanni Maria Farinella}
}
AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation

AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation

Lorenzo Mur-Labadia, Ruben Martinez-Cantin, Josechu Guerrero, Giovanni Maria Farinella, Antonino Furnari

European Conference on Computer Vision (ECCV) 2024
PDF ↗
BibTeX
@inproceedings{mur-labadia2024AFF-ttention,
  pdf = {https://arxiv.org/pdf/2406.01194.pdf},
  year = {2024},
  booktitle = { European Conference on Computer Vision (ECCV) },
  title = { AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation },
  author = { Lorenzo Mur-Labadia and Ruben Martinez-Cantin and Josechu Guerrero and Giovanni Maria Farinella and Antonino Furnari },
}
An Outlook into the Future of Egocentric Vision

An Outlook into the Future of Egocentric Vision

Chiara Plizzari, Gabriele Goletto, Antonino Furnari, Siddhant Bansal, Francesco Ragusa, Giovanni Maria Farinella, Dima Damen, Tatiana Tommasi

International Journal of Computer Vision (IJCV) 2024
PDF ↗
BibTeX
@article{Plizzari2024AnOutlook,
  author = { Chiara Plizzari and Gabriele Goletto and Antonino Furnari and Siddhant Bansal and Francesco Ragusa and Giovanni Maria Farinella and Dima Damen and Tatiana Tommasi },
  journal = {  International Journal of Computer Vision (IJCV)  },
  title = {  An Outlook into the Future of Egocentric Vision  },
  year = {2024},
  pdf = {https://link.springer.com/content/pdf/10.1007/s11263-024-02095-7.pdf}
}
Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection?

Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection?

Rosario Leonardi, Antonino Furnari, Francesco Ragusa, Giovanni Maria Farinella

European Conference on Computer Vision (ECCV) 2024
PDF ↗ Project ↗
BibTeX
@inproceedings{leonardi2024synthetic,
  pdf = {https://arxiv.org/pdf/2312.02672.pdf},
  year = {2024},
  booktitle = { European Conference on Computer Vision (ECCV) },
  title = { Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection? },
  author = { Rosario Leonardi and Antonino Furnari and Francesco Ragusa and Giovanni Maria Farinella },
  url = {https://github.com/fpv-iplab/HOI-Synth}
}
International Conference on Computer Vision Theory and Applications (VISAPP)

Calisthenics Skills Temporal Video Segmentation

Antonio Finocchiaro, Giovanni Maria Farinella, Antonino Furnari

International Conference on Computer Vision Theory and Applications (VISAPP) 2024
PDF ↗
BibTeX
@inproceedings{finocchiaro2024_CALISTHENICS,
  pdf = {https://www.scitepress.org/Papers/2024/124006/124006.pdf},
  year = {2024},
  booktitle = {  International Conference on Computer Vision Theory and Applications (VISAPP)  },
  title = {  Calisthenics Skills Temporal Video Segmentation  },
  author = { Antonio Finocchiaro and Giovanni Maria Farinella and Antonino Furnari },
}
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives

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

Conference on Computer Vision and Pattern Recognition (CVPR) 2024
PDF ↗ Project ↗
BibTeX
@inproceedings{grauman2023egoexo4d,
  primaryclass = { cs.CV },
  archiveprefix = { arXiv },
  eprint = { 2311.18259 },
  pdf = {https://arxiv.org/pdf/2311.18259.pdf},
  url = {https://ego-exo4d-data.org/},
  year = {2024},
  booktitle = {  Conference on Computer Vision and Pattern Recognition (CVPR)  },
  title = { Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives },
  author = { Kristen Grauman and Andrew Westbury and Lorenzo Torresani and Kris Kitani and Jitendra Malik and Triantafyllos Afouras and Kumar Ashutosh and Vijay Baiyya and Siddhant Bansal and Bikram Boote and Eugene Byrne and Zach Chavis and Joya Chen and Feng Cheng and Fu-Jen Chu and Sean Crane and Avijit Dasgupta and Jing Dong and Maria Escobar and Cristhian Forigua and Abrham Gebreselasie and Sanjay Haresh and Jing Huang and Md Mohaiminul Islam and Suyog Jain and Rawal Khirodkar and Devansh Kukreja and Kevin J Liang and Jia-Wei Liu and Sagnik Majumder and Yongsen Mao and Miguel Martin and Effrosyni Mavroudi and Tushar Nagarajan and Francesco Ragusa and Santhosh Kumar Ramakrishnan and Luigi Seminara and Arjun Somayazulu and Yale Song and Shan Su and Zihui Xue and Edward Zhang and Jinxu Zhang and Angela Castillo and Changan Chen and Xinzhu Fu and Ryosuke Furuta and Cristina Gonzalez and Prince Gupta and Jiabo Hu and Yifei Huang and Yiming Huang and Weslie Khoo and Anush Kumar and Robert Kuo and Sach Lakhavani and Miao Liu and Mi Luo and Zhengyi Luo and Brighid Meredith and Austin Miller and Oluwatumininu Oguntola and Xiaqing Pan and Penny Peng and Shraman Pramanick and Merey Ramazanova and Fiona Ryan and Wei Shan and Kiran Somasundaram and Chenan Song and Audrey Southerland and Masatoshi Tateno and Huiyu Wang and Yuchen Wang and Takuma Yagi and Mingfei Yan and Xitong Yang and Zecheng Yu and Shengxin Cindy Zha and Chen Zhao and Ziwei Zhao and Zhifan Zhu and Jeff Zhuo and Pablo Arbelaez and Gedas Bertasius and David Crandall and Dima Damen and Jakob Engel and Giovanni Maria Farinella and Antonino Furnari and Bernard Ghanem and Judy Hoffman and C. V. Jawahar and Richard Newcombe and Hyun Soo Park and James M. Rehg and Yoichi Sato and Manolis Savva and Jianbo Shi and Mike Zheng Shou and Michael Wray },
}
Ego4D: Around the World in 3,000 Hours of Egocentric Video

Ego4D: Around the World in 3,000 Hours of Egocentric Video

Kristen Grauman, Andrew Westbury, Eugene Byrne, Vincent Cartillier, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Devansh Kukreja, 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, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, 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, Ziwei Zhao, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, 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

IEEE Transactions on Pattern Analysis and Machine Intelligence 2024
PDF ↗
BibTeX
@ARTICLE{Grauman20241,
	author = {Grauman, Kristen and Westbury, Andrew and Byrne, Eugene and Cartillier, Vincent and Chavis, Zachary and Furnari, Antonino and Girdhar, Rohit and Hamburger, Jackson and Jiang, Hao and Kukreja, Devansh 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 Crane, Sean and Do, Tien and Doulaty, Morrie and Erapalli, Akshay and Feichtenhofer, Christoph and Fragomeni, Adriano and Fu, Qichen 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 Zhao, Ziwei and Zhu, Yunyi and Arbelaez, Pablo and Crandall, David and Damen, Dima and Farinella, Giovanni Maria and Fuegen, Christian 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 = {Ego4D: Around the World in 3,000 Hours of Egocentric Video},
	year = {2024},
  pdf = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10611736},
	journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
	pages = {1–32},
	doi = {10.1109/TPAMI.2024.3381075},
}
IEEE Winter Conference on Application of Computer Vision (WACV)

ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios

Francesco Ragusa, Rosario Leonardi, Michele Mazzamuto, Claudia Bonanno, Rosario Scavo, Antonino Furnari, Giovanni Maria Farinella

IEEE Winter Conference on Application of Computer Vision (WACV) 2024
PDF ↗ Project ↗
BibTeX
@inproceedings{ragusa2023enigma51,
  primaryclass = { cs.CV },
  archiveprefix = { arXiv },
  eprint = { 2309.14809 },
  pdf = {https://arxiv.org/pdf/2309.14809.pdf},
  url = {https://iplab.dmi.unict.it/ENIGMA-51/},
  year = {2024},
  booktitle = { IEEE Winter Conference on Application of Computer Vision (WACV) },
  title = {  ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios  },
  author = { Francesco Ragusa and Rosario Leonardi and Michele Mazzamuto and Claudia Bonanno and Rosario Scavo and Antonino Furnari and Giovanni Maria Farinella },
}
Computer Vision and Image Understanding (CVIU)

Exploiting Multimodal Synthetic Data for Egocentric Human-Object Interaction Detection in an Industrial Scenario

Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella

Computer Vision and Image Understanding (CVIU) 2024
PDF ↗ Project ↗
BibTeX
@article{Leonardi2023Exploiting,
  author = { Rosario Leonardi and Francesco Ragusa and Antonino Furnari and Giovanni Maria Farinella },
  journal = {   Computer Vision and Image Understanding (CVIU)   },
  title = {  Exploiting Multimodal Synthetic Data for Egocentric Human-Object Interaction Detection in an Industrial Scenario  },
  year = {2024},
  url = {https://www.sciencedirect.com/science/article/pii/S1077314224000651?utm_campaign=STMJ_219742_AUTH_SERV_PA&utm_medium=email&utm_acid=278553943&SIS_ID=&dgcid=STMJ_219742_AUTH_SERV_PA&CMX_ID=&utm_in=DM456881&utmsource=AC},
  pdf = {https://arxiv.org/pdf/2306.12152.pdf},
  volume =
pages =
doi = {    },
}
International Conference on Computer Vision Theory and Applications (VISAPP)

Finding and Navigating to Humans in Complex Environments for Assistive Task

Asfand Yaar, Antonino Furnari, Marco Rosano, Aki Härmä, Giovanni Maria Farinella

International Conference on Computer Vision Theory and Applications (VISAPP) 2024
PDF ↗
BibTeX
@inproceedings{yaar2023finding,
  pdf = { publications/yaar2023finding.pdf },
  year = {2024},
  booktitle = {  International Conference on Computer Vision Theory and Applications (VISAPP)  },
  title = {  Finding and Navigating to Humans in Complex Environments for Assistive Task  },
  author = { Asfand Yaar and Antonino Furnari and Marco Rosano and Aki Härmä and Giovanni Maria Farinella },
}
International Conference on Image Processing and Video Engineering (IMPROVE)

HERO-GPT: Zero-Shot Conversational Assistance in Industrial Domains Exploiting Large Language Models

Luca Strano, Claudia Bonanno, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari

International Conference on Image Processing and Video Engineering (IMPROVE) 2024
PDF ↗
BibTeX
@inproceedings{strano2024HERO-GPT,
  year = {2024},
  booktitle = {  International Conference on Image Processing and Video Engineering (IMPROVE)  },
  title = {  HERO-GPT: Zero-Shot Conversational Assistance in Industrial Domains Exploiting Large Language Models  },
  author = { Luca Strano and Claudia Bonanno and Francesco Ragusa and Giovanni Maria Farinella and Antonino Furnari },
  pdf={https://www.scitepress.org/Papers/2024/126889/126889.pdf}
}
Journal on Computing and Cultural Heritage (JOCCH)

Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object Supervision

Michele Mazzamuto, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella

Journal on Computing and Cultural Heritage (JOCCH) 2024
PDF ↗ Project ↗
BibTeX
@article{Mazzamuto2023learning,
  year = {2024},
  pdf = {https://www.antoninofurnari.it/downloads/publications/mazzamuto2023learning.pdf},
  url = {https://dl.acm.org/doi/10.1145/3647999},
  title = { Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object Supervision },
  journal = {  Journal on Computing and Cultural Heritage (JOCCH) },
  author = { Michele Mazzamuto and Francesco Ragusa and Antonino Furnari and Giovanni Maria Farinella },
}
PREGO: online mistake detection in PRocedural EGOcentric videos

PREGO: online mistake detection in PRocedural EGOcentric videos

Alessandro Flaborea, Guido D'Amely, Leonardo Plini, Luca Scofano, Edoardo De Matteis, Antonino Furnari, Giovanni Maria Farinella, Fabio Galasso

Conference on Computer Vision and Pattern Recognition (CVPR) 2024
PDF ↗ Project ↗
BibTeX
@inproceedings{flaborea2024PREGO,
  year = {2024},
  booktitle = {  Conference on Computer Vision and Pattern Recognition (CVPR)  },
  title = {  PREGO: online mistake detection in PRocedural EGOcentric videos  },
  author = { Alessandro Flaborea and Guido D'Amely and Leonardo Plini and Luca Scofano and Edoardo De Matteis and Antonino Furnari and Giovanni Maria Farinella and Fabio Galasso },
  pdf={https://arxiv.org/pdf/2404.01933},
  url={https://github.com/aleflabo/PREGO?tab=readme-ov-file}

}
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs

Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs

Camillo Quattrocchi, Antonino Furnari, Daniele Di Mauro, Mario Valerio Giuffrida, Giovanni Maria Farinella

European Conference on Computer Vision (ECCV) 2024
PDF ↗ Project ↗
BibTeX
@inproceedings{quattrocchi2024synchronization,
  pdf = {https://arxiv.org/pdf/2312.02638.pdf},
  year = {2024},
  booktitle = { European Conference on Computer Vision (ECCV) },
  title = { Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs },
  author = { Camillo Quattrocchi and Antonino Furnari and Daniele Di Mauro and Mario Valerio Giuffrida and Giovanni Maria Farinella },
  url = {https://github.com/fpv-iplab/synchronization-is-all-you-need}
}
International Conference on Computer Vision Theory and Applications (VISAPP)

World-map misalignment detection for visual navigation systems

Rosario Forte, Michele Mazzamuto, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari

International Conference on Computer Vision Theory and Applications (VISAPP) 2024
PDF ↗
BibTeX
@inproceedings{forte2024world,
  pdf = {https://www.scitepress.org/Papers/2024/124104/124104.pdf},
  year = {2024},
  booktitle = {  International Conference on Computer Vision Theory and Applications (VISAPP)  },
  title = {  World-map misalignment detection for visual navigation systems  },
  author = { Rosario Forte and Michele Mazzamuto and Francesco Ragusa and Giovanni Maria Farinella and Antonino Furnari },
}

2023

In International Conference on Computer Vision Theory and Applications (VISAPP)

A Wearable Device Application for Human-Object Interactions Detection

Michele Mazzamuto, Francesco Ragusa, Alessandro Resta, Giovanni Maria Farinella, Antonino Furnari

In International Conference on Computer Vision Theory and Applications (VISAPP) 2023
PDF ↗
BibTeX
@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},
  pdf={https://www.scitepress.org/publishedPapers/2023/117258/pdf/index.html}
}
IEEE Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)

An AR-Based Tool for Acquisition and Automatic Labeling of Human-Object Interactions From First Person Vision

Luigi Seminara, Francesco Ragusa, Rosario Leonardi, Giovanni Maria Farinella, Antonino Furnari

IEEE Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) 2023
PDF ↗
BibTeX
@inproceedings{seminara2023toolforacquisition,
  pdf = {https://www.antoninofurnari.it/downloads/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},
}
International Conference on Image Analysis and Processing (ICIAP)

An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images

Nicola Messina, Fabrizio Falchi, Antonino Furnari, Claudio Gennaro, Giovanni Maria Farinella

International Conference on Image Analysis and Processing (ICIAP) 2023
PDF ↗
BibTeX
@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},
}
Ital-IA 2023: 3rd National Conference on Artificial Intelligence, organized by CINI, May 29--31, 2023, Pisa, Italy

Artificial Vision Algorithms for Industry

Giovanni Maria Farinella, Antonino Furnari

Ital-IA 2023: 3rd National Conference on Artificial Intelligence, organized by CINI, May 29--31, 2023, Pisa, Italy 2023
PDF ↗
BibTeX
@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},
}
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Egocentric Action Anticipation for Personal Health

Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2023
PDF ↗
BibTeX
@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},
}
In International Conference on Computer Vision Theory and Applications (VISAPP)

ENIGMA: Egocentric Navigator for Industrial Guidance, Monitoring and Anticipation

Francesco Ragusa, Antonino Furnari, Antonino Lopes, Marco Moltisanti, Emanuele Ragusa, Marina Samarotto, Luciano Santo, Nicola Picone, Leo Scarso, Giovanni Maria Farinella

In International Conference on Computer Vision Theory and Applications (VISAPP) 2023
BibTeX
@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},
}
International Conference on Image Analysis and Processing (ICIAP)

HERO: A Multi-Modal Approach on Mobile Devices for Visual-Aware Conversational Assistance in Industrial Domains

Claudia Bonanno, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella

International Conference on Image Analysis and Processing (ICIAP) 2023
PDF ↗
BibTeX
@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},
}
Autonomous Robots

Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation

Marco Rosano, Antonino Furnari, Luigi Gulino, Corrado Santoro, Giovanni Maria Farinella

Autonomous Robots 2023
PDF ↗
BibTeX
@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},
}
Computer Vision and Image Understanding (CVIU)

MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain

Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella

Computer Vision and Image Understanding (CVIU) 2023
Project ↗
BibTeX
@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}
}
International Conference on Image Analysis and Processing (ICIAP)

MOVING: a MOdular and flexible platform for embodied VIsual NaviGation

Marco Rosano, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella

International Conference on Image Analysis and Processing (ICIAP) 2023
PDF ↗
BibTeX
@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},
}
In International Conference on Computer Vision Theory and Applications (VISAPP)

Put Your PPE On: A Tool for Synthetic Data Generation and Related Benchmark in Construction Site Scenarios

Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari, Antonino Lopes, Marco Moltisanti, Giovanni Maria Farinella

In International Conference on Computer Vision Theory and Applications (VISAPP) 2023
Project ↗
BibTeX
@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},
  url = {https://iplab.dmi.unict.it/fpv/publications/quattrocchi2023safer.pdf}
}
International Conference on Image Analysis and Processing (ICIAP)

Quasi-Online Detection of Take and Release Actions from Egocentric Videos

Rosario Scavo, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari

International Conference on Image Analysis and Processing (ICIAP) 2023
PDF ↗
BibTeX
@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},
}
StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation

StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation

Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2023
PDF ↗ Project ↗
BibTeX
@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/}
}
Computer Vision and Image Understanding (CVIU)

Streaming egocentric action anticipation: an evaluation scheme and approach

Antonino Furnari, Giovanni Maria Farinella

Computer Vision and Image Understanding (CVIU) 2023
PDF ↗ Project ↗
BibTeX
@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},
}
Ital-IA 2023: 3rd National Conference on Artificial Intelligence, organized by CINI, May 29--31, 2023, Pisa, Italy

Wearable Visual Intelligence to Assist Humans in Workplaces

Giovanni Maria Farinella, Antonino Furnari, Francesco Ragusa

Ital-IA 2023: 3rd National Conference on Artificial Intelligence, organized by CINI, May 29--31, 2023, Pisa, Italy 2023
PDF ↗
BibTeX
@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},
}

2022

Computer Vision and Image Understanding (CVIU)

A multi camera unsupervised domain adaptation pipeline for object detection in cultural sites through adversarial learning and self-training

Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella

Computer Vision and Image Understanding (CVIU) 2022
Project ↗
BibTeX
@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},
}
Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 9-11 Febbraio

AI per l'Industria presso Università degli Studi di Catania

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

Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 9-11 Febbraio 2022
BibTeX
@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 Università degli Studi di Catania},
note = {Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 9-11 Febbraio},
year = {2022},
}
Around the World in 3,000 Hours of Egocentric Video

Around the World in 3,000 Hours of Egocentric Video

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

IEEE/CVF International Conference on Computer Vision and Pattern Recognition 2022
PDF ↗ Project ↗
BibTeX
@inproceedings{grauman2022around,
  author = { Kristen Grauman and Andrew Westbury and Eugene Byrne and Zachary Chavis and Antonino Furnari and Rohit Girdhar and Jackson Hamburger and Hao Jiang and Miao Liu and Xingyu Liu and Miguel Martin and Tushar Nagarajan and Ilija Radosavovic and Santhosh Kumar Ramakrishnan and Fiona Ryan and Jayant Sharma and Michael Wray and Mengmeng Xu and Eric Zhongcong Xu and Chen Zhao and Siddhant Bansal and Dhruv Batra and Vincent Cartillier and Sean Crane and Tien Do and Morrie Doulaty and Akshay Erapalli and Christoph Feichtenhofer and Adriano Fragomeni and Qichen Fu and Christian Fuegen and Abrham Gebreselasie and Cristina Gonzalez and James Hillis and Xuhua Huang and Yifei Huang and Wenqi Jia and Weslie Khoo and Jachym Kolar and Satwik Kottur and Anurag Kumar and Federico Landini and Chao Li and Yanghao Li and Zhenqiang Li and Karttikeya Mangalam and Raghava Modhugu and Jonathan Munro and Tullie Murrell and Takumi Nishiyasu and Will Price and Paola Ruiz Puentes and Merey Ramazanova and Leda Sari and Kiran Somasundaram and Audrey Southerland and Yusuke Sugano and Ruijie Tao and Minh Vo and Yuchen Wang and Xindi Wu and Takuma Yagi and Yunyi Zhu and Pablo Arbelaez and David Crandall and Dima Damen and Giovanni Maria Farinella and Bernard Ghanem and Vamsi Krishna Ithapu and C. V. Jawahar and Hanbyul Joo and Kris Kitani and Haizhou Li and Richard Newcombe and Aude Oliva and Hyun Soo Park and James M. Rehg and Yoichi Sato and Jianbo Shi and Mike Zheng Shou and Antonio Torralba and Lorenzo Torresani and Mingfei Yan and Jitendra Malik },
  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/ },
}
International Conference on Image Analysis and Processing (ICIAP)

Egocentric Human-Object Interaction Detection Exploiting Synthetic Data

R. Leonardi, F. Ragusa, A. Furnari, G. M. Farinella

International Conference on Image Analysis and Processing (ICIAP) 2022
Project ↗
BibTeX
@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},
}
International Conference on Signal Processing and Multimedia Applications (SIGMAP)

HERO: An Artificial Conversational Assistant to Support Humans in Industrial Scenarios

Claudia Bonanno, Francesco Ragusa, Rosario Leonardi, Antonino Furnari, Giovanni Maria Farinella

International Conference on Signal Processing and Multimedia Applications (SIGMAP) 2022
Project ↗
BibTeX
@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},
  url = {https://iplab.dmi.unict.it/fpv/publications/bonanno2022HERO.pdf}
}
International Conference on Image Analysis and Processing (ICIAP)

Panoptic Segmentation in Industrial Environments using Synthetic and Real Data

C. Quattrocchi, D. Di Mauro, A. Furnari, G. M. Farinella

International Conference on Image Analysis and Processing (ICIAP) 2022
Project ↗
BibTeX
@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},
}
Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100

Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Jian, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

International Journal on Computer Vision (IJCV) 2022
PDF ↗ Project ↗
BibTeX
@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},
}
Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 9-11 Febbraio

Sistemi di Visione Artificiale Indossabili in Ambienti Industriali

G. M. Farinella, A. Furnari, F. Ragusa

Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 9-11 Febbraio 2022
BibTeX
@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},
}
International Conference on Pattern Recognition (ICPR)

Towards Streaming Egocentric Action Anticipation

Antonino Furnari, Giovanni Maria Farinella

International Conference on Pattern Recognition (ICPR) 2022
PDF ↗
BibTeX
@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}
}
International Conference on Image Analysis and Processing (ICIAP)

Unsupervised Multi-Camera Domain Adaptation for Object Detection in Cultural Sites

G. Pasqualino, A. Furnari, G. M. Farinella

International Conference on Image Analysis and Processing (ICIAP) 2022
Project ↗
BibTeX
@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},
}
International Conference on Image Analysis and Processing (ICIAP)

Untrimmed Action Anticipation

I. Rodin, A. Furnari, D. Mavroedis, G. M. Farinella

International Conference on Image Analysis and Processing (ICIAP) 2022
PDF ↗
BibTeX
@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},
}
International Journal of Computer Vision (IJCV)

Visual Object Tracking in First Person Vision

Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni

International Journal of Computer Vision (IJCV) 2022
PDF ↗ Project ↗
BibTeX
@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}
}
International Conference on Signal Processing and Multimedia Applications (SIGMAP)

Visual RSSI Fingerprinting for Radio-based Indoor Localization

Giuseppe Puglisi, Daniele Di Mauro, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella

International Conference on Signal Processing and Multimedia Applications (SIGMAP) 2022
BibTeX
@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},
}
International Conference on Image Analysis and Processing (ICIAP)

Weakly Supervised Attended Object Detection Using Gaze Data as Annotations

M. Mazzamuto, F. Ragusa, A. Furnari, G. M. Farinella

International Conference on Image Analysis and Processing (ICIAP) 2022
Project ↗
BibTeX
@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},
}

2021

Robotics and Autonomous Systems

A Survey on Human-aware Robot Navigation

Ronja Möller, Antonino Furnari, Sebastiano Battiato, Aki Härmä, Giovanni Maria Farinella

Robotics and Autonomous Systems 2021
PDF ↗
BibTeX
@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}
}
Image and Vision Computing

An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites

Giovanni Pasqualino, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella

Image and Vision Computing 2021
PDF ↗ Project ↗
BibTeX
@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}
}
IEEE Transactions on Circuits and Systems for Video Technology

EgoCart: a Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores

Emiliano Spera, Antonino Furnari, Sebastiano Battiato, Giovanni M. Farinella

IEEE Transactions on Circuits and Systems for Video Technology 2021
PDF ↗ Project ↗
BibTeX
@article{spera2021egocart,
author = {Emiliano Spera and Antonino Furnari and Sebastiano Battiato and Giovanni M. Farinella},
url = {https://iplab.dmi.unict.it/EgocentricShoppingCartLocalization/},
pdf = {https://www.antoninofurnari.it/downloads/publications/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}
}
IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - Visual Object Tracking Challenge

Is First Person Vision Challenging for Object Tracking?

Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni

IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - Visual Object Tracking Challenge 2021
Project ↗
BibTeX
@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}
}
Computer Vision and Image Understanding

Predicting the Future from First Person (Egocentric) Vision: A Survey

Ivan Rodin, Antonino Furnari, Dimitrios Mavroedis, Giovanni Maria Farinella

Computer Vision and Image Understanding 2021
PDF ↗ Project ↗
BibTeX
@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}
}
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video

Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video

Antonino Furnari, Giovanni Maria Farinella

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 2021
PDF ↗ Project ↗
BibTeX
@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}
}
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines

The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 2021
PDF ↗ Project ↗
BibTeX
@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}
}
IEEE Winter Conference on Application of Computer Vision (WACV)

The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain

Francesco Ragusa, Antonino Furnari, Salvatore Livatino, Giovanni Maria Farinella

IEEE Winter Conference on Application of Computer Vision (WACV) 2021
PDF ↗ Project ↗
BibTeX
@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}
}
In International Conference on Computer Vision Theory and Applications (VISAPP)

Unsupervised Domain Adaptation for 6DOF Indoor Localization

Daniele Di Mauro, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella

In International Conference on Computer Vision Theory and Applications (VISAPP) 2021
PDF ↗ Project ↗
BibTeX
@inproceedings{dimauro2021unsupervised,
year = {2021},
pdf = {https://www.antoninofurnari.it/downloads/publications/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},
}

2020

International Conference on Computer Vision Theory and Applications (VISAPP)

A Comparison of Visual Navigation Approaches Based on Localization and Reinforcement Learning in Virtual and Real Environments

Marco Rosano

International Conference on Computer Vision Theory and Applications (VISAPP) 2020
PDF ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/rosano2020comparison.pdf},
author = {Marco Rosano},
}
Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage

EGO-CH: Dataset and Fundamental Tasks for Visitors Behavioral Understanding using Egocentric Vision

F. Ragusa, A. Furnari, S. Battiato, G. Signorello, G. M. Farinella

Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage 2020
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/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},
}
Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage

Egocentric Visitor Localization and Artwork Detection inCultural Sites Using Synthetic Data

S. Orlando, A. Furnari, G. M. Farinella

Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage 2020
PDF ↗ Project ↗
BibTeX
@article{orlando2020egocentric,
author = {S. Orlando and A. Furnari and G. M. Farinella},
url = {https://iplab.dmi.unict.it/SimulatedEgocentricNavigations/},
pdf = {https://www.antoninofurnari.it/downloads/publications/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},
}
SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI

Face Analysis and Body LanguageUnderstanding from Egocentric Cameras

Ronja Möller, Antonino Furnari1, Sebastiano Battiato1,Aki Härmä,, Giovanni Maria Farinella

SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI 2020
PDF ↗
BibTeX
@inproceedings{moller2020face,
author = {Ronja Möller, Antonino Furnari1, Sebastiano Battiato1,Aki Härmä, and Giovanni Maria Farinella},
pdf = {https://www.antoninofurnari.it/downloads/publications/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},
}
International Conference on Pattern Recognition (ICPR)

Knowledge Distillation for Action Anticipation via Label Smoothing

Guglielmo Camporese, Pasquale Coscia, Antonino Furnari, Giovanni Maria Farinella, Lamberto Ballan

International Conference on Pattern Recognition (ICPR) 2020
PDF ↗
BibTeX
@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},
}
International Conference on Computer Vision Theory and Applications (VISAPP)

Localizing Visitors in Natural Sites Exploiting Modality Attention on Egocentric Images and GPS Data

Giovanni Pasqualino, Stefano Scafiti, Antonino Furnari, Giovanni Maria Farinella

International Conference on Computer Vision Theory and Applications (VISAPP) 2020
PDF ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/pasqualino2020localizing.pdf},
author = {Giovanni Pasqualino and Stefano Scafiti and Antonino Furnari and Giovanni Maria Farinella},
}
International Conference on Pattern Recognition (ICPR)

On Embodied Visual Navigation in Real Environments Through Habitat

Marco Rosano, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella

International Conference on Pattern Recognition (ICPR) 2020
PDF ↗ Project ↗
BibTeX
@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}
}
SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI

Scene Understanding and Interaction Anticipation from First Person Vision

Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella

SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI 2020
PDF ↗
BibTeX
@inproceedings{rodin2020scene,
author = {Ivan Rodin and Antonino Furnari and Dimitrios Mavroeidis and Giovanni Maria Farinella},
pdf = {https://www.antoninofurnari.it/downloads/publications/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},
}
Pattern Recognition Letters

SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning

Daniele Di Mauro, Antonino Furnari, Giuseppe Patanè, Sebastiano Battiato, Giovanni Maria Farinella

Pattern Recognition Letters 2020
PDF ↗ Project ↗
BibTeX
@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"
}
International Conference on Pattern Recognition (ICPR)

Semantic Object Segmentation in Cultural Sites using Real and Synthetic Data

Francesco Ragusa, Daniele Di Mauro, Alfio Palermo, Antonino Furnari, Giovanni Maria Farinella

International Conference on Pattern Recognition (ICPR) 2020
PDF ↗ Project ↗
BibTeX
@inproceedings{ragusa2020semantic,
year = {2020},
booktitle = {International Conference on Pattern Recognition (ICPR)},
title = {Semantic Object Segmentation in Cultural Sites using Real and Synthetic Data},
pdf = {https://www.antoninofurnari.it/downloads/publications/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}
}
International Conference on Pattern Recognition (ICPR)

Unsupervised Domain Adaptation for Object Detection in Cultural Sites

Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella

International Conference on Pattern Recognition (ICPR) 2020
PDF ↗ Project ↗
BibTeX
@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}
}
Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS)

Virtual to Real Unsupervised Domain Adaptation for Image-Based Localization in Cultural Sites

Santi Orlando

Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS) 2020
PDF ↗ Project ↗
BibTeX
@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},
}

2019

Computer Vision -- ECCV 2018 Workshops

Deep Learning for Assistive Computer Vision

Marco Leo, Antonino Furnari, Gerard G. Medioni, Mohan Trivedi, Giovanni Maria Farinella

Computer Vision -- ECCV 2018 Workshops 2019
PDF ↗
BibTeX
@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="https://www.antoninofurnari.it/downloads/publications/leo2019deep.pdf"
}
International Conference on Image Processing (ICIP)

Egocentric Action Anticipation by Disentangling Encoding and Inference

Antonino Furnari, Giovanni Maria Farinella

International Conference on Image Processing (ICIP) 2019
PDF ↗
BibTeX
@inproceedings{furnari2019egocentric,
title = {Egocentric Action Anticipation by Disentangling Encoding and Inference},
author = {Antonino Furnari and Giovanni Maria Farinella},
year = {2019},
pdf ={https://www.antoninofurnari.it/downloads/publications/furnari2019egocentric.pdf},
booktitle = {International Conference on Image Processing (ICIP)}
}
International Conference on Computer Vision Theory and Applications (VISAPP)

Egocentric Point of Interest Recognition in Cultural Sites

F. Ragusa, A. Furnari, S. Battiato, G. Signorello, G. M. Farinella

International Conference on Computer Vision Theory and Applications (VISAPP) 2019
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/ragusa2019point.pdf}
}
Journal on Computing and Cultural Heritage (JOCCH)

Egocentric Visitors Localization in Cultural Sites

F. Ragusa, A. Furnari, S. Battiato, G. Signorello, G. M. Farinella

Journal on Computing and Cultural Heritage (JOCCH) 2019
PDF ↗ Project ↗
BibTeX
@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}
}
Journal of Visual Communication and Image Representation

Egocentric Visitors Localization in Natural Sites

Filippo L.M. Milotta, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni M. Farinella

Journal of Visual Communication and Image Representation 2019
PDF ↗ Project ↗
BibTeX
@article{milotta2019egocentric,
pdf = {https://www.antoninofurnari.it/downloads/publications/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 = {https://www.antoninofurnari.it/downloads/publications/spera2021egocart.pdf},
url = {https://iplab.dmi.unict.it/EgocentricShoppingCartLocalization/},
author = {Emiliano Spera and Antonino Furnari and Sebastiano Battiato and Giovanni M. Farinella},
}
Journal of Visual Communication and Image Representation

Estimating the occupancy status of parking areas by counting cars and non-empty stalls

Daniele Di Mauro, Antonino Furnari, Giuseppe Patane', Sebastiano Battiato, Giovanni Maria Farinella

Journal of Visual Communication and Image Representation 2019
PDF ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/dimauro2019estimating.pdf},
}
International Conference on Computer Vision Theory and Applications (VISAPP)

Image-Based Localization with Simulated Egocentric Navigations

S. A. Orlando, A. Furnari, S. Battiato, G. M. Farinella

International Conference on Computer Vision Theory and Applications (VISAPP) 2019
PDF ↗ Project ↗
BibTeX
@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={https://www.antoninofurnari.it/downloads/publications/orlando2019image.pdf}
}
Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo

Sistemi di Visione Artificiale Indossabili

G. M. Farinella, A. Furnari

Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo 2019
PDF ↗ Project ↗
BibTeX
@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},
}
Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo

VEDI - Vision Exploitation for Data Interpretation

G. M. Farinella, A. Furnari, F. Ragusa, S. Battiato, G. Signorello, A. Lopes, M. Samarotto, L. Santo, G. Distefano, D. Marano

Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo 2019
PDF ↗ Project ↗
BibTeX
@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},
}
International Conference on Image Analysis and Processing (ICIAP)

VEDI: Vision Exploitation for Data Interpretation

G. M. Farinella, G. Signorello, S. Battiato, A. Furnari, F. Ragusa, R. Leonardi, E. Ragusa, E. Scuderi, A. Lopes, L. Santo, M. Samarotto

International Conference on Image Analysis and Processing (ICIAP) 2019
PDF ↗ Project ↗
BibTeX
@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},
}
International Conference on Computer Vision Theory and Applications (VISAPP)

Visitors Localization in Natural Sites Exploiting EgoVision and GPS

F. L. M. Milotta, A. Furnari, S. Battiato, M. De Salvo, G. Signorello, G. M. Farinella

International Conference on Computer Vision Theory and Applications (VISAPP) 2019
PDF ↗
BibTeX
@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 ={https://www.antoninofurnari.it/downloads/publications/milotta2019visitors.pdf}
}
What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention

What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention

Antonino Furnari, Giovanni Maria Farinella

International Conference on Computer Vision (ICCV) 2019
PDF ↗ Project ↗
BibTeX
@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}
}

2018

International Conference on Signal Processing and Multimedia Applications (SIGMAP)

A Comparison of Techniques based on Image Classification and Object Detection to Count Cars and Non-Empty Stalls in Parking Spaces

D. Di Mauro, A. Furnari, G. Patane', S. Battiato, G. M. Farinella

International Conference on Signal Processing and Multimedia Applications (SIGMAP) 2018
PDF ↗
BibTeX
@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={https://www.antoninofurnari.it/downloads/publications/dimauro2018comparison.pdf}
}
International Conference on Pattern Recognition (ICPR)

Egocentric Shopping Cart Localization

Emiliano Spera, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella

International Conference on Pattern Recognition (ICPR) 2018
PDF ↗ Project ↗
BibTeX
@inproceedings{spera2018egocentric,
author = {Emiliano Spera and Antonino Furnari and Sebastiano Battiato and Giovanni Maria Farinella},
title = {Egocentric Shopping Cart Localization},
pdf = {https://www.antoninofurnari.it/downloads/publications/spera2018egocentric.pdf},
url = {http://iplab.dmi.unict.it/EgocentricShoppingCartLocalization/},
booktitle = {International Conference on Pattern Recognition (ICPR)},
year = {2018},
}
Journal of Electronic Imaging

Forensic Analisys of Handwritten Documents with GRAPHJ

Luca Guarnera, Giovanni Maria Farinella, Antonino Furnari, Angelo Salici, Claudio Ciampini, Vito Matranga, Sebastiano Battiato

Journal of Electronic Imaging 2018
PDF ↗ Project ↗
BibTeX
@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 = "https://www.antoninofurnari.it/downloads/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"
}

Integrated Method With Wearable Kit For Behavioural Analysis And Augmented Vision (Italian Version: Metodo Integrato con Kit Indossabile per Analisi Comportamentale e Visione Aumentata)

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
BibTeX
@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.}
}
International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV

Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation

A. Furnari, S. Battiato, G. M. Farinella

International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV 2018
PDF ↗ Project ↗
BibTeX
@inproceedings{furnari2018Leveraging,
year = "2018",
pdf = {https://www.antoninofurnari.it/downloads/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},
url = {https://github.com/fpv-iplab/action-anticipation-losses}
}
International Conference on Signal Processing and Multimedia Applications (SIGMAP)

Localization of Visitors for Cultural Sites Management

F. Ragusa, L. Guarnera, A. Furnari, S. Battiato, G. Signorello, G. M. Farinella

International Conference on Signal Processing and Multimedia Applications (SIGMAP) 2018
PDF ↗
BibTeX
@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={https://www.antoninofurnari.it/downloads/publications/ragusa2018localization.pdf}
}
Pattern Recognition Letters

Market Basket Analysis from Egocentric Videos

V. Santarcangelo, G. M. Farinella, A. Furnari, S. Battiato

Pattern Recognition Letters 2018
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/santarcangelo2018market.pdf}
}
IEEE International Forum on Research and Technologies for Society and Industry

Performance Comparison of Methods Based on Image Retrieval and Direct Regression for Egocentric Shopping Cart Localization

E. Spera, A. Furnari, S. Battiato, G. M. Farinella

IEEE International Forum on Research and Technologies for Society and Industry 2018
PDF ↗
BibTeX
@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={https://www.antoninofurnari.it/downloads/publications/spera2018egocentricRTSI.pdf}
}
Personal-Location-Based Temporal Segmentation of Egocentric Video for Lifelogging Applications

Personal-Location-Based Temporal Segmentation of Egocentric Video for Lifelogging Applications

Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella

Journal of Visual Communication and Image Representation 2018
PDF ↗ Project ↗
BibTeX
@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 = "https://www.antoninofurnari.it/downloads/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"
}
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset

Scaling Egocentric Vision: The EPIC-KITCHENS Dataset

D. Damen, H. Doughty, G. M. Farinella, S. Fidler, A. Furnari, E. Kazakos, D. Moltisanti, J. Munro, T. Perrett, W. Price, M. Wray

European Conference on Computer Vision (ECCV) 2018
PDF ↗ Project ↗
BibTeX
@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}
}
Advanced Video and Signal Based Surveillance (AVSS)

Scene Adaptation for Semantic Segmentation using Adversarial Learning

D. Di Mauro, A. Furnari, G. Patanè, S. Battiato, G. M. Farinella

Advanced Video and Signal Based Surveillance (AVSS) 2018
Project ↗
BibTeX
@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"
}

2017

IEEE Transactions on Image Processing

Affine Covariant Features for Fisheye Distortion Local Modeling

Antonino Furnari, Giovanni Maria Farinella, Arcangelo Ranieri Bruna, Sebastiano Battiato

IEEE Transactions on Image Processing 2017
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/furnari2017affine.pdf},
url = {http://iplab.dmi.unict.it/FisheyeAffine/}
}
Journal of Visual Communication and Image Representation

Distortion Adaptive Sobel Filters for the Gradient Estimation of Wide Angle Images

Antonino Furnari, Giovanni Maria Farinella, Arcangelo Ranieri Bruna, Sebastiano Battiato

Journal of Visual Communication and Image Representation 2017
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/furnari2017distortion.pdf},
url ="http://iplab.dmi.unict.it/DASF/"
}
International Conference on Image Analysis and Processing (ICIAP), Catania, Italy, September 11-15

GRAPHJ: A Forensics Tool for Handwriting Analysis

L. Guarnera, G. M. Farinella, A. Furnari, A. Salici, C. Ciampini, V. Matranga, S. Battiato

International Conference on Image Analysis and Processing (ICIAP), Catania, Italy, September 11-15 2017
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/guarnera2017graph.pdf},
url = {http://iplab.dmi.unict.it/graphj/}
}
International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ICCV

How Shall we Evaluate Egocentric Action Recognition?

Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella

International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ICCV 2017
PDF ↗ Project ↗
BibTeX
@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       = "https://www.antoninofurnari.it/downloads/publications/furnari2017how.pdf"
}
Next-active-object prediction from egocentric videos

Next-active-object prediction from egocentric videos

Antonino Furnari, Sebastiano Battiato, Kristen Grauman, Giovanni Maria Farinella

Journal of Visual Communication and Image Representation 2017
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/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}
}
Workshop on Wearable MultiMedia at ACM ICMR 2017, Bucharest, Romania, June 6

On the Exploitation of Hidden Markov Models to Improve Location-Based Temporal Segmentation of Egocentric Videos

Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella

Workshop on Wearable MultiMedia at ACM ICMR 2017, Bucharest, Romania, June 6 2017
Project ↗
BibTeX
@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}
}
Recognizing Personal Locations From Egocentric Videos

Recognizing Personal Locations From Egocentric Videos

Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato

IEEE Transactions on Human-Machine Systems 2017
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/furnari2017recognizing.pdf},
url = {http://iplab.dmi.unict.it/PersonalLocations/}
}
International Workshop on Multimedia Assisted Dietary Management (MADiMA) in conjunction with ICIAP, Catania, Italy, September 11-15

Understanding Food Images to Recommend Utensils During Meals

Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella

International Workshop on Multimedia Assisted Dietary Management (MADiMA) in conjunction with ICIAP, Catania, Italy, September 11-15 2017
PDF ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/ragusa2017understanding.pdf}
}

2016

Progress in Industrial Mathematics at ECMI 2014

A Customized System for Vehicle Tracking and Classification

S. Battiato, G. M. Farinella, A. Furnari, G. Puglisi

Progress in Industrial Mathematics at ECMI 2014 2016
Project ↗
BibTeX
@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}
}
International Workshop on Multimedia Assisted Dietary Management (MADiMA) in conjunction with ACM, Amsterdam, The Netherlands, October 15-19

Food Vs Non-Food Classification

Francesco Ragusa, Valeria Tomaselli, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella

International Workshop on Multimedia Assisted Dietary Management (MADiMA) in conjunction with ACM, Amsterdam, The Netherlands, October 15-19 2016
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/ragusa2016food.pdf},
url = {http://iplab.dmi.unict.it/demofood}
}
Temporal Segmentation of Egocentric Videos to Highlight Personal Locations of Interest

Temporal Segmentation of Egocentric Videos to Highlight Personal Locations of Interest

Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato

International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV, The Netherlands, Amsterdam, October 9 2016
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/furnari2016temporal.pdf},
url = {http://iplab.dmi.unict.it/PersonalLocationSegmentation/}
}

2015

Expert Systems with Applications

An integrated system for vehicle tracking and classification

Sebastiano Battiato, Giovanni Maria Farinella, Antonino Furnari, Giovanni Puglisi, Anique Snijders, Jelmer Spiekstra

Expert Systems with Applications 2015
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/battiato2015integrated.pdf},
url = {http://www.sciencedirect.com/science/article/pii/S0957417415003917}
}
International Conference on Image Analysis and Processing (ICIAP), Genova, Italy, September 7-11

Distortion Adaptive Descriptors: Extending Gradient-Based Descriptors to Wide Angle Images

Antonino Furnari, Giovanni Maria Farinella, Arcangelo Ranieri Bruna, Sebastiano Battiato

International Conference on Image Analysis and Processing (ICIAP), Genova, Italy, September 7-11 2015
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/furnari2015distortion.pdf},
url={http://iplab.dmi.unict.it/DASF/}
}
IEEE International Conference on Image Processing (ICIP), Quebec, Canada, September 27-30

Generalized Sobel Filters for Gradient Estimation of Distorted Images

Antonino Furnari, Giovanni Maria Farinella, Arcangelo Bruna, Sebastiano Battiato

IEEE International Conference on Image Processing (ICIP), Quebec, Canada, September 27-30 2015
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/furnari2015generalized.pdf},
url={http://iplab.dmi.unict.it/DASF/}
}
Workshop on Assistive Computer Vision and Robotics (ACVR) in conjunction with ICCV, Santiago, Chile, December 12

Recognizing Personal Contexts from Egocentric Images

Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato

Workshop on Assistive Computer Vision and Robotics (ACVR) in conjunction with ICCV, Santiago, Chile, December 12 2015
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/furnari2015recognizing.pdf},
url = {http://iplab.dmi.unict.it/PersonalLocations/}
}

2014

IEEE International Conference on Image Processing, Paris, France, October 27-30

Affine Region Detectors on the Fisheye Domain (ICIP)

Antonino Furnari, Giovanni Maria Farinella, Giovanni Puglisi, Arcangelo Ranieri Bruna, Sebastiano Battiato

IEEE International Conference on Image Processing, Paris, France, October 27-30 2014
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/furnari2014affine.pdf},
url = {http://iplab.dmi.unict.it/FisheyeAffine/}
}
Workshop on Assistive Computer Vision and Robotics (ACVR) in conjunction with ECCV, Zurich, Switzerland, September 12

An Experimental Analysis of Saliency Detection with respect to Three Saliency Levels

Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato

Workshop on Assistive Computer Vision and Robotics (ACVR) in conjunction with ECCV, Zurich, Switzerland, September 12 2014
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/furnari2014experimental.pdf},
url = {https://link.springer.com/chapter/10.1007/978-3-319-16199-0_56}
}
American Geophysical Union (AGU) Fall Meeting, San Francisco

Image Processing Techniques to Estimate the Propagation of Ground Deformation at Mt. Etna ({Italy}) from ALOS PALSAR {InSAR} Data

D. Scandura, S. Battiato, V. Bruno, F. Cannavo', G. M. Farinella, A. Furnari, M. Mattia, G. Pappalardo, G. Puglisi, U. Weigmuller

American Geophysical Union (AGU) Fall Meeting, San Francisco 2014
Project ↗
BibTeX
@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}
}
VISAPP International Conference on Computer Vision Theory and Applications, Lisbon, Portugal, January 5-8

Vehicle tracking based on customized template matching

Sebastiano Battiato, Giovanni Maria Farinella, Antonino Furnari, Giovanni Puglisi, Anique Snijders, Jelmer Spiekstra

VISAPP International Conference on Computer Vision Theory and Applications, Lisbon, Portugal, January 5-8 2014
PDF ↗ Project ↗
BibTeX
@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 = {https://www.antoninofurnari.it/downloads/publications/battiato2014vehicle.pdf},
url = {http://ieeexplore.ieee.org/document/7295012/?reload=true&arnumber=7295012}
}