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2024
[j32]
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Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella:
Exploiting multimodal synthetic data for egocentric human-object interaction detection in an industrial scenario. Comput. Vis. Image Underst. 242: 103984 (2024)
[j31]
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Chiara Plizzari, Gabriele Goletto, Antonino Furnari, Siddhant Bansal, Francesco Ragusa, Giovanni Maria Farinella, Dima Damen, Tatiana Tommasi:
An Outlook into the Future of Egocentric Vision. Int. J. Comput. Vis. 132(11): 4880-4936 (2024)
[j30]
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Michele Mazzamuto, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella:
Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object Supervision. ACM Journal on Computing and Cultural Heritage 17(3): 35:1-35:21 (2024)
[c71]
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Alessandro Flaborea, Guido Maria D'Amely di Melendugno, Leonardo Plini, Luca Scofano, Edoardo De Matteis, Antonino Furnari, Giovanni Maria Farinella, Fabio Galasso:
PREGO: Online Mistake Detection in PRocedural EGOcentric Videos. CVPR 2024: 18483-18492
[c70]
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Ivan Rodin, Antonino Furnari, Kyle Min, Subarna Tripathi, Giovanni Maria Farinella:
Action Scene Graphs for Long-Form Understanding of Egocentric Videos. CVPR 2024: 18622-18632
[c69]
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Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zachary Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, María Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Dutt 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, Dima Damen, Jakob Engel, Giovanni Maria Farinella, Antonino Furnari, Bernard Ghanem, Judy Hoffman, C. V. Jawahar, Richard A. Newcombe, Hyun Soo Park, James M. Rehg, Yoichi Sato, Manolis Savva, Jianbo Shi, Mike Zheng Shout, Michael Wray:
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. CVPR 2024: 19383-19400
[c68]
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Rosario Leonardi, Antonino Furnari, Francesco Ragusa, Giovanni Maria Farinella:
Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection? ECCV (71) 2024: 36-54
[c67]
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Lorenzo Mur-Labadia, Ruben Martinez-Cantin, José J. Guerrero, Giovanni Maria Farinella, Antonino Furnari:
AFF-ttention! Affordances and Attention Models for Short-Term Object Interaction Anticipation. ECCV (23) 2024: 167-184
[c66]
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Camillo Quattrocchi, Antonino Furnari, Daniele Di Mauro, Mario Valerio Giuffrida, Giovanni Maria Farinella:
Synchronization Is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs. ECCV (72) 2024: 253-270
[c65]
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  - conf/icpr/ManducaFF24
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Giovanni Maria Manduca, Antonino Furnari, Giovanni Maria Farinella:
The Analog Layer: Simulating Imperfect Computations in Neural Networks to Improve Robustness and Generalization Ability. ICPR (26) 2024: 65-80
[c64]
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  - conf/improve/StranoBRFF24
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Luca Strano, Claudia Bonanno, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari:
HERO-GPT: Zero-Shot Conversational Assistance in Industrial Domains Exploiting Large Language Models. IMPROVE 2024: 74-82
[c63]
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  - conf/visigrapp/FinocchiaroFF24
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Antonio Finocchiaro, Giovanni Maria Farinella, Antonino Furnari:
Calisthenics Skills Temporal Video Segmentation. VISIGRAPP (2): VISAPP 2024: 182-190
[c62]
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  - conf/visigrapp/YaarFRHF24
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Asfand Yaar, Antonino Furnari, Marco Rosano, Aki Härmä, Giovanni Maria Farinella:
Finding and Navigating to Humans in Complex Environments for Assistive Tasks. VISIGRAPP (4): VISAPP 2024: 245-252
[c61]
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  - conf/visigrapp/ForteMRFF24
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Rosario Forte, Michele Mazzamuto, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari:
World-Map Misalignment Detection for Visual Navigation Systems. VISIGRAPP (4): VISAPP 2024: 324-332
[c60]
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  - conf/wacv/RagusaLMBSFF24
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Francesco Ragusa, Rosario Leonardi, Michele Mazzamuto, Claudia Bonanno, Rosario Scavo, Antonino Furnari, Giovanni Maria Farinella:
ENIGMA-51: Towards a Fine-Grained Understanding of Human Behavior in Industrial Scenarios. WACV 2024: 4537-4547
[e3]
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  - conf/visigrapp/2024-2
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Petia Radeva, Antonino Furnari, Kadi Bouatouch, A. Augusto de Sousa:
Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2024, Volume 2: VISAPP, Rome, Italy, February 27-29, 2024. SCITEPRESS 2024, ISBN 978-989-758-679-8 [contents]
[e2]
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Petia Radeva, Antonino Furnari, Kadi Bouatouch, A. Augusto de Sousa:
Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2024, Volume 3: VISAPP, Rome, Italy, February 27-29, 2024. SCITEPRESS 2024, ISBN 978-989-758-679-8 [contents]
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Petia Radeva, Antonino Furnari, Kadi Bouatouch, A. Augusto de Sousa:
Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2024, Volume 4: VISAPP, Rome, Italy, February 27-29, 2024. SCITEPRESS 2024, ISBN 978-989-758-679-8 [contents]
[i39]
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  - journals/corr/abs-2404-01933
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Alessandro Flaborea, Guido Maria D'Amely di Melendugno, Leonardo Plini, Luca Scofano, Edoardo De Matteis, Antonino Furnari, Giovanni Maria Farinella, Fabio Galasso:
PREGO: online mistake detection in PRocedural EGOcentric videos. CoRR abs/2404.01933 (2024)
[i38]
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  - journals/corr/abs-2406-01194
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Lorenzo Mur-Labadia, Ruben Martinez-Cantin, Josechu J. Guerrero, Giovanni Maria Farinella, Antonino Furnari:
AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation. CoRR abs/2406.01194 (2024)
[i37]
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  - journals/corr/abs-2406-01486
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Luigi Seminara, Giovanni Maria Farinella, Antonino Furnari:
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos. CoRR abs/2406.01486 (2024)
[i36]
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  - journals/corr/abs-2406-08379
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Michele Mazzamuto, Antonino Furnari, Giovanni Maria Farinella:
Eyes Wide Unshut: Unsupervised Mistake Detection in Egocentric Video by Detecting Unpredictable Gaze. CoRR abs/2406.08379 (2024)
2023
[j29]
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  - journals/arobots/RosanoFGSF23
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Marco Rosano, Antonino Furnari, Luigi Gulino, Corrado Santoro, Giovanni Maria Farinella:
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation. Auton. Robots 47(8): 1483-1502 (2023)
[j28]
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Antonino Furnari, Giovanni Maria Farinella:
Streaming egocentric action anticipation: An evaluation scheme and approach. Comput. Vis. Image Underst. 234: 103763 (2023)
[j27]
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  - journals/cviu/RagusaFF23
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Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella:
MECCANO: A multimodal egocentric dataset for humans behavior understanding in the industrial-like domain. Comput. Vis. Image Underst. 235: 103764 (2023)
[j26]
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  - journals/ijcv/DunnhoferFFM23
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Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni:
Visual Object Tracking in First Person Vision. Int. J. Comput. Vis. 131(1): 259-283 (2023)
[j25]
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  - journals/pami/FurnariCDGF23
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Antonino Furnari, David J. Crandall, Dima Damen, Kristen Grauman, Giovanni Maria Farinella:
Editorial: Special Section on Egocentric Perception. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 6602-6604 (2023)
[c59]
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  - conf/cvpr/RagusaFF23
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Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari:
StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation. CVPR Workshops 2023: 3636-3645
[c58]
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  - conf/icassp/RodinFMF23
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Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella:
Egocentric Action Anticipation for Personal Health. ICASSP 2023: 1-5
[c57]
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  - conf/iciap/ScavoRFF23
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Rosario Scavo, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari:
Quasi-Online Detection of Take and Release Actions from Egocentric Videos. ICIAP (2) 2023: 13-24
[c56]
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  - conf/iciap/RosanoRFF23
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Marco Rosano, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella:
MOVING: A MOdular and Flexible Platform for Embodied VIsual NaviGation. ICIAP (2) 2023: 75-86
[c55]
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  - conf/iciap/BonannoRFF23
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Claudia Bonanno, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella:
HERO: A Multi-modal Approach on Mobile Devices for Visual-Aware Conversational Assistance in Industrial Domains. ICIAP (1) 2023: 424-436
[c54]
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  - conf/iciap/MessinaFFGF23
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Nicola Messina, Fabrizio Falchi, Antonino Furnari, Claudio Gennaro, Giovanni Maria Farinella:
An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images. ICIAP (1) 2023: 512-524
[c53]
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  - conf/ital-ia/FarinellaF23
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Giovanni Maria Farinella, Antonino Furnari:
Artificial Vision Algorithms for Industry. Ital-IA 2023: 13-18
[c52]
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Giovanni Maria Farinella, Antonino Furnari, Francesco Ragusa:
Wearable Visual Intelligence to Assist Humans in Workplaces. Ital-IA 2023: 37-41
[c51]
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  - conf/metroxraine/SeminaraRLFF23
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Luigi Seminara, Francesco Ragusa, Rosario Leonardi, Giovanni Maria Farinella, Antonino Furnari:
An AR-Based Tool for Acquisition and Automatic Labeling of Human-Object Interactions From First Person Vision. MetroXRAINE 2023: 810-815
[c50]
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Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari, Antonino Lopes, Marco Moltisanti, Giovanni Maria Farinella:
Put Your PPE on: A Tool for Synthetic Data Generation and Related Benchmark in Construction Site Scenarios. VISIGRAPP (4: VISAPP) 2023: 656-663
[c49]
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Michele Mazzamuto, Francesco Ragusa, Alessandro Resta, Giovanni Maria Farinella, Antonino Furnari:
A Wearable Device Application for Human-Object Interactions Detection. VISIGRAPP (4: VISAPP) 2023: 664-671
[c48]
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Francesco Ragusa, Antonino Furnari, Antonino Lopes, Marco Moltisanti, Emanuele Ragusa, Marina Samarotto, Luciano Santo, Nicola Picone, Leo Scarso, Giovanni Maria Farinella:
ENIGMA: Egocentric Navigator for Industrial Guidance, Monitoring and Anticipation. VISIGRAPP (4: VISAPP) 2023: 695-702
[i35]
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  - journals/corr/abs-2304-03959
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Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari:
StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation. CoRR abs/2304.03959 (2023)
[i34]
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  - journals/corr/abs-2306-12152
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Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella:
Exploiting Multimodal Synthetic Data for Egocentric Human-Object Interaction Detection in an Industrial Scenario. CoRR abs/2306.12152 (2023)
[i33]
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  - journals/corr/abs-2306-16682
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Antonino Furnari, Giovanni Maria Farinella:
Streaming egocentric action anticipation: An evaluation scheme and approach. CoRR abs/2306.16682 (2023)
[i32]
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  - journals/corr/abs-2308-07123
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Chiara Plizzari, Gabriele Goletto, Antonino Furnari, Siddhant Bansal, Francesco Ragusa, Giovanni Maria Farinella, Dima Damen, Tatiana Tommasi:
An Outlook into the Future of Egocentric Vision. CoRR abs/2308.07123 (2023)
[i31]
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  - journals/corr/abs-2309-14809
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Francesco Ragusa, Rosario Leonardi, Michele Mazzamuto, Claudia Bonanno, Rosario Scavo, Antonino Furnari, Giovanni Maria Farinella:
ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios. CoRR abs/2309.14809 (2023)
[i30]
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  - journals/corr/abs-2312-02638
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Camillo Quattrocchi, Antonino Furnari, Daniele Di Mauro, Mario Valerio Giuffrida, Giovanni Maria Farinella:
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs. CoRR abs/2312.02638 (2023)
[i29]
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  - journals/corr/abs-2312-02672
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Rosario Leonardi, Antonino Furnari, Francesco Ragusa, Giovanni Maria Farinella:
Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection? An Investigation and the HOI-Synth Domain Adaptation Benchmark. CoRR abs/2312.02672 (2023)
[i28]
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  - journals/corr/abs-2312-03391
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Ivan Rodin, Antonino Furnari, Kyle Min, Subarna Tripathi, Giovanni Maria Farinella:
Action Scene Graphs for Long-Form Understanding of Egocentric Videos. CoRR abs/2312.03391 (2023)
2022
[j24]
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Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella:
A multi camera unsupervised domain adaptation pipeline for object detection in cultural sites through adversarial learning and self-training. Comput. Vis. Image Underst. 222: 103487 (2022)
[j23]
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Marco Leo, Giovanni Maria Farinella, Antonino Furnari, Gérard G. Medioni:
Editorial: Machine Vision for Assistive Technologies. Frontiers Comput. Sci. 4: 937433 (2022)
[j22]
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Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100. Int. J. Comput. Vis. 130(1): 33-55 (2022)
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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, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, 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 Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik:
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CVPR 2022: 18973-18990
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Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella:
Egocentric Human-Object Interaction Detection Exploiting Synthetic Data. ICIAP (2) 2022: 237-248
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Michele Mazzamuto, Francesco Ragusa, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella:
Weakly Supervised Attended Object Detection Using Gaze Data as Annotations. ICIAP (2) 2022: 263-274
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Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari, Giovanni Maria Farinella:
Panoptic Segmentation in Industrial Environments Using Synthetic and Real Data. ICIAP (2) 2022: 275-286
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Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella:
Untrimmed Action Anticipation. ICIAP (3) 2022: 337-348
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Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella:
Unsupervised Multi-camera Domain Adaptation for Object Detection in Cultural Sites. ICIAP (1) 2022: 713-724
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Antonino Furnari, Giovanni Maria Farinella:
Towards Streaming Egocentric Action Anticipation. ICPR 2022: 1250-1257
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Giuseppe Puglisi, Daniele Di Mauro, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella:
Visual RSSI Fingerprinting for Radio-based Indoor Localization. SIGMAP 2022: 70-77
[c39]
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Claudia Bonanno, Francesco Ragusa, Rosario Leonardi, Antonino Furnari, Giovanni Maria Farinella:
HERO: An Artificial Conversational Assistant to Support Humans in Industrial Scenarios. SIGMAP 2022: 86-93
[i27]
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Marco Rosano, Antonino Furnari, Luigi Gulino, Corrado Santoro, Giovanni Maria Farinella:
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation. CoRR abs/2202.01069 (2022)
[i26]
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Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella:
Untrimmed Action Anticipation. CoRR abs/2202.04132 (2022)
[i25]
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Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella:
Egocentric Human-Object Interaction Detection Exploiting Synthetic Data. CoRR abs/2204.07061 (2022)
[i24]
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Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari, Giovanni Maria Farinella:
Panoptic Segmentation using Synthetic and Real Data. CoRR abs/2204.07069 (2022)
[i23]
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  - journals/corr/abs-2204-07090
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Michele Mazzamuto, Francesco Ragusa, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella:
Weakly Supervised Attended Object Detection Using Gaze Data as Annotations. CoRR abs/2204.07090 (2022)
[i22]
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  - journals/corr/abs-2209-08691
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Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella:
MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain. CoRR abs/2209.08691 (2022)
[i21]
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Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni:
Visual Object Tracking in First Person Vision. CoRR abs/2209.13502 (2022)
[i20]
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  - journals/corr/abs-2210-00808
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Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella:
A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training. CoRR abs/2210.00808 (2022)
2021
[j21]
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Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella:
Predicting the future from first person (egocentric) vision: A survey. Comput. Vis. Image Underst. 211: 103252 (2021)
[j20]
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Giovanni Pasqualino, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella:
An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites. Image Vis. Comput. 107: 104098 (2021)
[j19]
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Antonino Furnari, Giovanni Maria Farinella:
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 4021-4036 (2021)
[j18]
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Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 4125-4141 (2021)
[j17]
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Ronja Möller, Antonino Furnari, Sebastiano Battiato, Aki Härmä, Giovanni Maria Farinella:
A survey on human-aware robot navigation. Robotics Auton. Syst. 145: 103837 (2021)
[j16]
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  - journals/tcsv/SperaFBF21
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Emiliano Spera, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella:
EgoCart: A Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores. IEEE Trans. Circuits Syst. Video Technol. 31(4): 1253-1267 (2021)
[c38]
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Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni:
Is First Person Vision Challenging for Object Tracking? ICCVW 2021: 2698-2710
[c37]
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Daniele Di Mauro, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella:
Unsupervised Domain Adaptation for 6DOF Indoor Localization. VISIGRAPP (5: VISAPP) 2021: 954-961
[c36]
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Francesco Ragusa, Antonino Furnari, Salvatore Livatino, Giovanni Maria Farinella:
The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain. WACV 2021: 1568-1577
[i19]
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  - journals/corr/abs-2106-11650
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Ronja Möller, Antonino Furnari, Sebastiano Battiato, Aki Härmä, Giovanni Maria Farinella:
A Survey on Human-aware Robot Navigation. CoRR abs/2106.11650 (2021)
[i18]
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  - journals/corr/abs-2107-13411
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Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella:
Predicting the Future from First Person (Egocentric) Vision: A Survey. CoRR abs/2107.13411 (2021)
[i17]
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Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni:
Is First Person Vision Challenging for Object Tracking? CoRR abs/2108.13665 (2021)
[i16]
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  - journals/corr/abs-2110-05386
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Antonino Furnari, Giovanni Maria Farinella:
Towards Streaming Egocentric Action Anticipation. CoRR abs/2110.05386 (2021)
[i15]
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  - journals/corr/abs-2110-07058
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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 González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, 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 Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik:
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CoRR abs/2110.07058 (2021)
2020
[j15]
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Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella:
EGO-CH: Dataset and fundamental tasks for visitors behavioral understanding using egocentric vision. Pattern Recognit. Lett. 131: 150-157 (2020)
[j14]
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Santi A. Orlando, Antonino Furnari, Giovanni Maria Farinella:
Egocentric visitor localization and artwork detection in cultural sites using synthetic data. Pattern Recognit. Lett. 133: 17-24 (2020)
[j13]
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Daniele Di Mauro, Antonino Furnari, Giuseppe Patanè, Sebastiano Battiato, Giovanni Maria Farinella:
SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning. Pattern Recognit. Lett. 136: 175-182 (2020)
[c35]
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Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella:
Unsupervised Domain Adaptation for Object Detection in Cultural Sites. ICPR 2020: 983-990
[c34]
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  - conf/icpr/RagusaMPFF20
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Francesco Ragusa, Daniele Di Mauro, Alfio Palermo, Antonino Furnari, Giovanni Maria Farinella:
Semantic Object Segmentation in Cultural Sites using Real and Synthetic Data. ICPR 2020: 1964-1971
[c33]
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  - conf/icpr/CamporeseCFFB20
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Guglielmo Camporese, Pasquale Coscia, Antonino Furnari, Giovanni Maria Farinella, Lamberto Ballan:
Knowledge Distillation for Action Anticipation via Label Smoothing. ICPR 2020: 3312-3319
[c32]
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  - conf/icpr/RosanoFGF20
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Marco Rosano, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella:
On Embodied Visual Navigation in Real Environments Through Habitat. ICPR 2020: 9740-9747
[c31]
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  - conf/ipas2/OrlandoFF20
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Santi Andrea Orlando, Antonino Furnari, Giovanni Maria Farinella:
Virtual to Real Unsupervised Domain Adaptation for Image-Based Localization in Cultural Sites. IPAS 2020: 64-70
[c30]
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Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella:
Scene Understanding and Interaction Anticipation from First Person Vision (short paper). SmartPhil@IUI 2020: 78-83
[c29]
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Ronja Möller, Antonino Furnari, Sebastiano Battiato, Aki Härmä, Giovanni Maria Farinella:
Face Analysis and Body Language Understanding from Egocentric Cameras (short paper). SmartPhil@IUI 2020: 84-91
[c28]
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  - conf/visapp/PasqualinoSFF20
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Giovanni Pasqualino, Stefano Scafiti, Antonino Furnari, Giovanni Maria Farinella:
Localizing Visitors in Natural Sites Exploiting Modality Attention on Egocentric Images and GPS Data. VISIGRAPP (5: VISAPP) 2020: 609-617
[c27]
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Marco Rosano, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella:
A Comparison of Visual Navigation Approaches based on Localization and Reinforcement Learning in Virtual and Real Environments. VISIGRAPP (5: VISAPP) 2020: 628-635
[i14]
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  - journals/corr/abs-2002-00899
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Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella:
EGO-CH: Dataset and Fundamental Tasks for Visitors BehavioralUnderstanding using Egocentric Vision. CoRR abs/2002.00899 (2020)
[i13]
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Guglielmo Camporese, Pasquale Coscia, Antonino Furnari, Giovanni Maria Farinella, Lamberto Ballan:
Knowledge Distillation for Action Anticipation via Label Smoothing. CoRR abs/2004.07711 (2020)
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Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines. CoRR abs/2005.00343 (2020)
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  - journals/corr/abs-2005-02190
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Antonino Furnari, Giovanni Maria Farinella:
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video. CoRR abs/2005.02190 (2020)
[i10]
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  - journals/corr/abs-2006-10386
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Daniele Di Mauro, Antonino Furnari, Giuseppe Patanè, Sebastiano Battiato, Giovanni Maria Farinella:
SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning. CoRR abs/2006.10386 (2020)
[i9]
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Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
Rescaling Egocentric Vision. CoRR abs/2006.13256 (2020)
[i8]
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  - journals/corr/abs-2008-01882
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Giovanni Pasqualino, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella:
Synthetic to Real Unsupervised Domain Adaptation for Single-Stage Artwork Recognition in Cultural Sites. CoRR abs/2008.01882 (2020)
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  - journals/corr/abs-2010-05654
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Francesco Ragusa, Antonino Furnari, Salvatore Livatino, Giovanni Maria Farinella:
The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain. CoRR abs/2010.05654 (2020)
[i6]
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  - journals/corr/abs-2010-13439
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Marco Rosano, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella:
On Embodied Visual Navigation in Real Environments Through Habitat. CoRR abs/2010.13439 (2020)
[i5]
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  - journals/corr/abs-2011-12263
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Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni:
Is First Person Vision Challenging for Object Tracking? The TREK-100 Benchmark Dataset. CoRR abs/2011.12263 (2020)

2010 – 2019

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2019
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Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella:
Egocentric Visitors Localization in Cultural Sites. ACM Journal on Computing and Cultural Heritage 12(2): 11:1-11:19 (2019)
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Daniele Di Mauro, Antonino Furnari, Giuseppe Patanè, Sebastiano Battiato, Giovanni Maria Farinella:
Estimating the occupancy status of parking areas by counting cars and non-empty stalls. J. Vis. Commun. Image Represent. 62: 234-244 (2019)
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Filippo L. M. Milotta, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella:
Egocentric visitors localization in natural sites. J. Vis. Commun. Image Represent. 65 (2019)
[c26]
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Antonino Furnari, Giovanni Maria Farinella:
What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention. ICCV 2019: 6251-6260
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Giovanni Maria Farinella, Giovanni Signorello, Sebastiano Battiato, Antonino Furnari, Francesco Ragusa, Rosario Leonardi, Emanuele Ragusa, Emanuele Scuderi, Antonino Lopes, Luciano Santo, Marina Samarotto:
VEDI: Vision Exploitation for Data Interpretation. ICIAP (2) 2019: 753-763
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Antonino Furnari, Giovanni Maria Farinella:
Egocentric Action Anticipation by Disentangling Encoding and Inference. ICIP 2019: 3357-3361
[c23]
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  - conf/visapp/OrlandoFBF19
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Santi A. Orlando, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella:
Image Based Localization with Simulated Egocentric Navigations. VISIGRAPP (5: VISAPP) 2019: 305-312
[c22]
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Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella:
Egocentric Point of Interest Recognition in Cultural Sites. VISIGRAPP (5: VISAPP) 2019: 381-392
[c21]
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Filippo L. M. Milotta, Antonino Furnari, Sebastiano Battiato, Maria De Salvo, Giovanni Signorello, Giovanni Maria Farinella:
Visitors Localization in Natural Sites Exploiting EgoVision and GPS. VISIGRAPP (5: VISAPP) 2019: 556-563
[i4]
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  - journals/corr/abs-1904-05250
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Antonino Furnari, Sebastiano Battiato, Kristen Grauman, Giovanni Maria Farinella:
Next-Active-Object prediction from Egocentric Videos. CoRR abs/1904.05250 (2019)
[i3]
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  - journals/corr/abs-1904-05264
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Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella:
Egocentric Visitors Localization in Cultural Sites. CoRR abs/1904.05264 (2019)
[i2]
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  - journals/corr/abs-1905-09035
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Antonino Furnari, Giovanni Maria Farinella:
What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention. CoRR abs/1905.09035 (2019)
2018
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Luca Guarnera, Giovanni Maria Farinella, Antonino Furnari, Angelo Salici, Claudio Ciampini, Vito Matranga, Sebastiano Battiato:
Forensic analysis of handwritten documents with GRAPHJ. J. Electronic Imaging 27(05): 051230 (2018)
[j8]
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Luca Guarnera, Giovanni Maria Farinella, Antonino Furnari, Angelo Salici, Claudio Ciampini, Vito Matranga, Sebastiano Battiato:
Forensic analysis of handwritten documents with GRAPHJ (Erratum). J. Electronic Imaging 27(05): 059801 (2018)
[j7]
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Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella:
Personal-location-based temporal segmentation of egocentric videos for lifelogging applications. J. Vis. Commun. Image Represent. 52: 1-12 (2018)
[j6]
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Vito Santarcangelo, Giovanni Maria Farinella, Antonino Furnari, Sebastiano Battiato:
Market basket analysis from egocentric videos. Pattern Recognit. Lett. 112: 83-90 (2018)
[c20]
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Daniele Di Mauro, Antonino Furnari, Giuseppe Patanè, Sebastiano Battiato, Giovanni Maria Farinella:
Scene Adaptation for Semantic Segmentation using Adversarial Learning. AVSS 2018: 1-6
[c19]
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Marco Leo, Antonino Furnari, Gérard G. Medioni, Mohan M. Trivedi, Giovanni Maria Farinella:
Deep Learning for Assistive Computer Vision. ECCV Workshops (6) 2018: 3-14
[c18]
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Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella:
Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation. ECCV Workshops (5) 2018: 389-405
[c17]
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Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
Scaling Egocentric Vision: The Dataset. ECCV (4) 2018: 753-771
[c16]
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Daniele Di Mauro, Antonino Furnari, Giuseppe Patanè, Sebastiano Battiato, Giovanni Maria Farinella:
A Comparison of Techniques based on Image Classification and Object Detection to Count Cars and Non-empty Stalls in Parking Spaces. ICETE (1) 2018: 494-502
[c15]
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Francesco Ragusa, Luca Guarnera, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella:
Localization of Visitors for Cultural Sites Management. ICETE (1) 2018: 573-579
[c14]
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  - conf/icpr/SperaFBF18
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Emiliano Spera, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella:
Egocentric Shopping Cart Localization. ICPR 2018: 2277-2282
[c13]
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Emiliano Spera, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella:
Performance Comparison of Methods Based on Image Retrieval and Direct Regression for Egocentric Shopping Cart Localization. RTSI 2018: 1-5
[i1]
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  - journals/corr/abs-1804-02748
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Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset. CoRR abs/1804.02748 (2018)
2017
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Antonino Furnari, Giovanni Maria Farinella, Arcangelo Ranieri Bruna, Sebastiano Battiato:
Distortion adaptive Sobel filters for the gradient estimation of wide angle images. J. Vis. Commun. Image Represent. 46: 165-175 (2017)
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Antonino Furnari, Sebastiano Battiato, Kristen Grauman, Giovanni Maria Farinella:
Next-active-object prediction from egocentric videos. J. Vis. Commun. Image Represent. 49: 401-411 (2017)
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Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato:
Recognizing Personal Locations From Egocentric Videos. IEEE Trans. Hum. Mach. Syst. 47(1): 6-18 (2017)
[j2]
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Antonino Furnari, Giovanni Maria Farinella, Arcangelo Ranieri Bruna, Sebastiano Battiato:
Affine Covariant Features for Fisheye Distortion Local Modeling. IEEE Trans. Image Process. 26(2): 696-710 (2017)
[c12]
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Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella:
How Shall We Evaluate Egocentric Action Recognition? ICCV Workshops 2017: 2373-2382
[c11]
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Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella:
Understanding Food Images to Recommend Utensils During Meals. ICIAP Workshops 2017: 419-425
[c10]
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Luca Guarnera, Giovanni Maria Farinella, Antonino Furnari, Angelo Salici, Claudio Ciampini, Vito Matranga, Sebastiano Battiato:
GRAPHJ: A Forensics Tool for Handwriting Analysis. ICIAP (2) 2017: 591-601
[c9]
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Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella:
On the Exploitation of Hidden Markov Models to Improve Location-Based Temporal Segmentation of Egocentric Videos. WearMMe@ICMR 2017: 1-4
2016
[c8]
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Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato:
Temporal Segmentation of Egocentric Videos to Highlight Personal Locations of Interest. ECCV Workshops (1) 2016: 474-489
[c7]
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Francesco Ragusa, Valeria Tomaselli, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella:
Food vs Non-Food Classification. MADiMa @ ACM Multimedia 2016: 77-81
2015
[j1]
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Sebastiano Battiato, Giovanni Maria Farinella, Antonino Furnari, Giovanni Puglisi, Anique Snijders, Jelmer Spiekstra:
An integrated system for vehicle tracking and classification. Expert Syst. Appl. 42(21): 7263-7275 (2015)
[c6]
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Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato:
Recognizing Personal Contexts from Egocentric Images. ICCV Workshops 2015: 393-401
[c5]
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Antonino Furnari, Giovanni Maria Farinella, Arcangelo Ranieri Bruna, Sebastiano Battiato:
Distortion Adaptive Descriptors: Extending Gradient-Based Descriptors to Wide Angle Images. ICIAP (2) 2015: 205-215
[c4]
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Antonino Furnari, Giovanni Maria Farinella, Arcangelo Ranieri Bruna, Sebastiano Battiato:
Generalized Sobel Filters for gradient estimation of distorted images. ICIP 2015: 3250-3254
2014
[c3]
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Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato:
An Experimental Analysis of Saliency Detection with Respect to Three Saliency Levels. ECCV Workshops (3) 2014: 806-821
[c2]
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Antonino Furnari, Giovanni Maria Farinella, Giovanni Puglisi, Arcangelo Bruna, Sebastiano Battiato:
Affine region detectors on the fisheye domain. ICIP 2014: 5681-5685
[c1]
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  - conf/visapp/BattiatoFFPSS14
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Sebastiano Battiato, Giovanni Maria Farinella, Antonino Furnari, Giovanni Puglisi, Anique Snijders, Jelmer Spiekstra:
Vehicle Tracking based on Customized Template Matching. VISAPP (2) 2014: 755-760

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