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


Oct 13, 2021
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


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Towards Streaming Egocentric Action Anticipation


Oct 11, 2021
Antonino Furnari, Giovanni Maria Farinella


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Is First Person Vision Challenging for Object Tracking?


Aug 31, 2021
Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni

* IEEE/CVF International Conference on Computer Vision (ICCV) 2021, Visual Object Tracking Challenge VOT2021 workshop. arXiv admin note: text overlap with arXiv:2011.12263 

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


Jul 28, 2021
Ivan Rodin, Antonino Furnari, Dimitrios Mavroedis, Giovanni Maria Farinella

* Computer Vision and Image Understanding, 2021 

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A Survey on Human-aware Robot Navigation


Jun 22, 2021
Ronja Möller, Antonino Furnari, Sebastiano Battiato, Aki Härmä, Giovanni Maria Farinella

* Robotics and Autonomous Systems, 2021 

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Is First Person Vision Challenging for Object Tracking? The TREK-100 Benchmark Dataset


Nov 24, 2020
Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni


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On Embodied Visual Navigation in Real Environments Through Habitat


Oct 26, 2020
Marco Rosano, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella

* Published in International Conference on Pattern Recognition (ICPR), 2020 

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


Oct 12, 2020
Francesco Ragusa, Antonino Furnari, Salvatore Livatino, Giovanni Maria Farinella


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Synthetic to Real Unsupervised Domain Adaptation for Single-Stage Artwork Recognition in Cultural Sites


Aug 04, 2020
Giovanni Pasqualino, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella


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Rescaling Egocentric Vision


Jun 23, 2020
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

* Dataset available from: http://epic-kitchens.github.io/ 

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


Jun 18, 2020
Daniele Di Mauro, Antonino Furnari, Giuseppe Patanè, Sebastiano Battiato, Giovanni Maria Farinella

* Pattern Recognition Letters, Volume 136, August 2020, Pages 175-182 

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


May 08, 2020
Antonino Furnari, Giovanni Maria Farinella

* Published in IEEE Transaction on Pattern Analysis and Machine Interaction, 2020 
* arXiv admin note: substantial text overlap with arXiv:1905.09035 

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The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines


Apr 29, 2020
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

* Preprint for paper at IEEE TPAMI. arXiv admin note: substantial text overlap with arXiv:1804.02748 

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Knowledge Distillation for Action Anticipation via Label Smoothing


Apr 16, 2020
Guglielmo Camporese, Pasquale Coscia, Antonino Furnari, Giovanni Maria Farinella, Lamberto Ballan


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


Feb 03, 2020
Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella

* Pattern Recognition Letters 2020 

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


May 22, 2019
Antonino Furnari, Giovanni Maria Farinella

* See project page at http://iplab.dmi.unict.it/rulstm/ 

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Egocentric Visitors Localization in Cultural Sites


Apr 10, 2019
Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella

* ACM Journal on Computing and Cultural Heritage (JOCCH), 2019 
* To appear in ACM Journal on Computing and Cultural Heritage (JOCCH), 2019 

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Next-Active-Object prediction from Egocentric Videos


Apr 10, 2019
Antonino Furnari, Sebastiano Battiato, Kristen Grauman, Giovanni Maria Farinella

* Journal of Visual Communication and Image Representation, Volume 49, 2017, Pages 401-411, ISSN 1047-3203 

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Scaling Egocentric Vision: The EPIC-KITCHENS Dataset


Jul 31, 2018
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

* European Conference on Computer Vision (ECCV) 2018 Dataset and Project page: http://epic-kitchens.github.io 

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