RESEARCH PAPERYear 2022

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

View all authors

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 K. 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

Read paper PDF

Classification

View four quadrants

Major category: Datasets
Quadrant: Not applicable
Architecture: Not applicable
Prediction paradigm: Not applicable
Subcategories: Human egocentric data Multisensor & spatial annotations Benchmarks & evaluation protocols
Source review status: Verified from primary sources

AT A GLANCE

Contribution

A contribution summary has not been added yet.

Abstract

An abstract has not been added yet.

Affiliations

Not listed in the collection.

BibTeX

@inproceedings{ego4d,
  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
                  Abrham Gebreselasie and
                  Cristina Gonz{\'{a}}lez and
                  James Hillis and
                  Xuhua Huang and
                  Yifei Huang and
                  Wenqi Jia and
                  Weslie Khoo and
                  J{\'{a}}chym Kol{\'{a}}r 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 K. Somasundaram and
                  Audrey Southerland and
                  Yusuke Sugano and
                  Ruijie Tao and
                  Minh Vo and
                  Yuchen Wang and
                  Xindi Wu and
                  Takuma Yagi and
                  Ziwei Zhao and
                  Yunyi Zhu and
                  Pablo Arbel{\'{a}}ez and
                  David Crandall and
                  Dima Damen and
                  Giovanni Maria Farinella and
                  Christian Fuegen and
                  Bernard Ghanem and
                  Vamsi Krishna Ithapu and
                  C. V. Jawahar and
                  Hanbyul Joo and
                  Kris Kitani and
                  Haizhou Li and
                  Richard A. 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        = {Ego4D: Around the World in 3, 000 Hours of Egocentric Video},
  booktitle    = {CVPR},
  pages        = {18973--18990},
  year         = {2022},

}

Classification

Contribution

Abstract

Affiliations

BibTeX

More in this category

Building Pretraining Data for World Models: An Unreal Engine-Based Pipeline for Action-Conditioned Video Generation

HiFi-UMI: Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone

How to Instruct Your Robot: Dense Language Annotations Power Robot Policy Learning