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

12 October 2020

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

50 / 52 papers shown

Title
Memory-efficient Streaming VideoLLMs for Real-time Procedural Video Understanding Dibyadip Chatterjee Edoardo Remelli Yale Song Bugra Tekin Abhay Mittal ... Shreyas Hampali Eric Sauser Shugao Ma Angela Yao Fadime Sener VLM 104 0 0 10 Apr 2025
Learning Activity View-invariance Under Extreme Viewpoint Changes via Curriculum Knowledge Distillation Arjun Somayazulu E. Mavroudi Changan Chen Lorenzo Torresani Kristen Grauman 75 0 0 07 Apr 2025
EgoDTM: Towards 3D-Aware Egocentric Video-Language Pretraining Boshen Xu Yuting Mei Xinbi Liu Sipeng Zheng Qin Jin VLM MDE 108 0 0 19 Mar 2025
EgoLife: Towards Egocentric Life Assistant Jingkang Yang Shuai Liu Hongming Guo Yuhao Dong Xinyu Zhang ... Joerg Widmer Francesco Gringoli Lei Yang Bo Li Ziwei Liu EgoV 107 6 0 05 Mar 2025
Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos Luigi Seminara G. Farinella Antonino Furnari 126 0 0 25 Feb 2025
Gaze-guided Hand-Object Interaction Synthesis: Dataset and Method Jie Tian Lingxiao Yang Ran Ji Suting Ni Lan Xu Lan Xu Ye-ling Shi Jingya Wang Jingya Wang 106 1 0 08 Jan 2025
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 DÁmely di Melendugno Alessandro Flaborea Andrea Sanchietti G. Farinella Fabio Galasso Antonino Furnari LRM EgoV 118 1 0 04 Nov 2024
Human Action Anticipation: A Survey Bolin Lai Sam Toyer Tushar Nagarajan Rohit Girdhar S. Zha James M. Rehg Kris Kitani Kristen Grauman Ruta Desai Miao Liu AI4TS 84 1 0 17 Oct 2024
3D Pose-Based Temporal Action Segmentation for Figure Skating: A Fine-Grained and Jump Procedure-Aware Annotation Approach Ryota Tanaka Tomohiro Suzuki Keisuke Fujii 78 2 0 29 Aug 2024
The Collection of a Human Robot Collaboration Dataset for Cooperative Assembly in Glovebox Environments Shivansh Sharma Mathew Huang Sanat Nair Alan Wen Christina Petlowany Juston Moore Selma Wanna Mitch Pryor 158 0 0 19 Jul 2024
EgoExo-Fitness: Towards Egocentric and Exocentric Full-Body Action Understanding Yuan-Ming Li Wei-Jin Huang An-Lan Wang Ling-an Zeng Jing-Ke Meng Wei-Shi Zheng 93 18 0 13 Jun 2024
AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation Lorenzo Mur-Labadia Ruben Martinez-Cantin Jose J. Guerrero G. Farinella Antonino Furnari 83 5 0 03 Jun 2024
PREGO: online mistake detection in PRocedural EGOcentric videos Alessandro Flaborea Guido Maria DÁmely di Melendugno Leonardo Plini Luca Scofano Edoardo De Matteis Antonino Furnari G. Farinella Yuta Kyuragi EgoV 103 13 0 02 Apr 2024
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World Yifei Huang Guo Chen Jilan Xu Mingfang Zhang Lijin Yang ... Hongjie Zhang Lu Dong Yali Wang Limin Wang Yu Qiao EgoV 147 48 0 24 Mar 2024
FineBio: A Fine-Grained Video Dataset of Biological Experiments with Hierarchical Annotation Takuma Yagi Misaki Ohashi Yifei Huang Ryosuke Furuta Shungo Adachi Toutai Mitsuyama Yoichi Sato 72 6 0 01 Feb 2024
GPT4Ego: Unleashing the Potential of Pre-trained Models for Zero-Shot Egocentric Action Recognition Guangzhao Dai Xiangbo Shu Wenhao Wu Rui Yan Jiachao Zhang VLM 110 7 0 18 Jan 2024
CaptainCook4D: A dataset for understanding errors in procedural activities Rohith Peddi Shivvrat Arya B. Challa Likhitha Pallapothula Akshay Vyas ... Vasundhara Komaragiri Eric D. Ragan Nicholas Ruozzi Yu Xiang Vibhav Gogate 102 14 0 22 Dec 2023
Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection? Rosario Leonardi Antonino Furnari Francesco Ragusa G. Farinella EgoV 73 3 0 05 Dec 2023
Exo2EgoDVC: Dense Video Captioning of Egocentric Procedural Activities Using Web Instructional Videos Takehiko Ohkawa Takuma Yagi Taichi Nishimura Ryosuke Furuta Atsushi Hashimoto Yoshitaka Ushiku Yoichi Sato EgoV 80 10 0 28 Nov 2023
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting Tim J. Schoonbeek Tim Houben H. Onvlee Peter H. N. de With Fons van der Sommen 115 24 0 26 Oct 2023
HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World Linghao Yang Taein Kwon Mahdi Rad Bowen Pan Ishani Chakraborty ... Ashley Feniello Rui Tian Felipe Vieira Frujeri Neel Joshi Marc Pollefeys EgoV 97 62 0 29 Sep 2023
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 G. Farinella 69 7 0 26 Sep 2023
Egocentric RGB+Depth Action Recognition in Industry-Like Settings Jyoti Kini Sarah Fleischer I. Dave Mubarak Shah EgoV 88 2 0 25 Sep 2023
EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding Chenchen Zhu Fanyi Xiao Andres Alvarado Yasmine Babaei Jiabo Hu Hichem El-Mohri Sean Culatana Roshan Sumbaly Zhicheng Yan EgoV 93 22 0 15 Sep 2023
Leveraging Next-Active Objects for Context-Aware Anticipation in Egocentric Videos Sanket Thakur Cigdem Beyan Pietro Morerio Vittorio Murino Alessio Del Bue 88 12 0 16 Aug 2023
An Outlook into the Future of Egocentric Vision Chiara Plizzari Gabriele Goletto Antonino Furnari Siddhant Bansal Francesco Ragusa G. Farinella Dima Damen Tatiana Tommasi EgoV 120 47 0 14 Aug 2023
Ensemble Modeling for Multimodal Visual Action Recognition Jyoti Kini Sarah Fleischer I. Dave M. Shah 117 1 0 10 Aug 2023
Every Mistake Counts in Assembly Guodong Ding Fadime Sener Shugao Ma Angela Yao 72 13 0 31 Jul 2023
Fusing Hand and Body Skeletons for Human Action Recognition in Assembly Dustin Aganian Mona Köhler Benedict Stephan M. Eisenbach H. Groß 55 2 0 18 Jul 2023
HA-ViD: A Human Assembly Video Dataset for Comprehensive Assembly Knowledge Understanding Hao Zheng R. Lee Yuqian Lu VGen 28 17 0 09 Jul 2023
Exploiting Multimodal Synthetic Data for Egocentric Human-Object Interaction Detection in an Industrial Scenario Rosario Leonardi Francesco Ragusa Antonino Furnari G. Farinella 70 12 0 21 Jun 2023
How Object Information Improves Skeleton-based Human Action Recognition in Assembly Tasks Dustin Aganian Mona Köhler Sebastian Baake M. Eisenbach H. Groß 86 7 0 09 Jun 2023
ATTACH Dataset: Annotated Two-Handed Assembly Actions for Human Action Understanding Dustin Aganian Benedict Stephan M. Eisenbach Corinna Stretz H. Groß 55 11 0 17 Apr 2023
A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition Andong Deng Taojiannan Yang Chong Chen AI4TS 109 15 0 23 Mar 2023
STEPs: Self-Supervised Key Step Extraction and Localization from Unlabeled Procedural Videos Anshul B. Shah Benjamin Lundell H. Sawhney Ramalingam Chellappa SSL 103 9 0 02 Jan 2023
Temporal Action Segmentation: An Analysis of Modern Techniques Guodong Ding Fadime Sener Angela Yao 188 80 0 19 Oct 2022
Visual Object Tracking in First Person Vision Matteo Dunnhofer Antonino Furnari G. Farinella C. Micheloni 89 33 0 27 Sep 2022
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations Ahmad Darkhalil Dandan Shan Bin Zhu Jian Ma Amlan Kar Richard E. L. Higgins Sanja Fidler David Fouhey Dima Damen VOS 124 104 0 26 Sep 2022
MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain Francesco Ragusa Antonino Furnari G. Farinella EgoV 109 26 0 19 Sep 2022
Graphing the Future: Activity and Next Active Object Prediction using Graph-based Activity Representations Victoria Manousaki K. Papoutsakis Antonis Argyros 44 3 0 12 Sep 2022
Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions Huaizu Jiang Xiaojian Ma Weili Nie Zhiding Yu Yuke Zhu Song-Chun Zhu Anima Anandkumar VLM 81 39 0 27 May 2022
Panoptic Segmentation using Synthetic and Real Data Camillo Quattrocchi Daniele Di Mauro Antonino Furnari G. Farinella 88 2 0 14 Apr 2022
Egocentric Human-Object Interaction Detection Exploiting Synthetic Data Rosario Leonardi Francesco Ragusa Antonino Furnari G. Farinella EgoV 73 16 0 14 Apr 2022
Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities Fadime Sener Dibyadip Chatterjee Daniel Shelepov Kun He Dipika Singhania Robert Y. Wang Angela Yao VGen 100 221 0 28 Mar 2022
Egocentric Prediction of Action Target in 3D Yiming Li Ziang Cao Andrew Liang Benjamin Liang Luoyao Chen Hang Zhao Chen Feng EgoV 81 19 0 24 Mar 2022
Background Mixup Data Augmentation for Hand and Object-in-Contact Detection Koya Tango Takehiko Ohkawa Ryosuke Furuta Yoichi Sato 78 9 0 28 Feb 2022
Sequential Voting with Relational Box Fields for Active Object Detection Qichen Fu Xingyu Liu Kris Kitani 108 12 0 21 Oct 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 428 1,115 0 13 Oct 2021
Is First Person Vision Challenging for Object Tracking? Matteo Dunnhofer Antonino Furnari G. Farinella C. Micheloni 86 23 0 31 Aug 2021
Predicting the Future from First Person (Egocentric) Vision: A Survey Ivan Rodin Antonino Furnari Dimitrios Mavroeidis G. Farinella EgoV 102 44 0 28 Jul 2021