Ninth International Workshop on Egocentric Perception Interaction and Computing: Introducing Ego4D - a Massive First-Person Dataset and Challenge
October 17th, 2021


Full Day Workshop - 17th October 2021

A full uncut recording of the workshop can be found here.

Start End Title Video
09:00 09:10 Opening Remarks link
09:10 09:55 Invited Keynote - Angela Yao link
09:55 11:00 Accepted Papers link
"MAAD: A Model and Dataset for 'Attended Awareness' in Driving"
Deepak E Gopinath, Guy Rosman, Simon Stent, Katsuya Terahata, Luke Fletcher, Brenna Argall, John Leonard
"SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos"
Nada Osman, Guglielmo Camporese, Pasquale Coscia, Lamberto Ballan
"Seeing the Unseen: Predicting the First-Person Camera Wearer’s Location and Pose in Third-Person Scene"
Yangming Wen, Krishna Kumar Singh, Markham Anderson, Wei-Pang Jan, Yong Jae Lee
"Egocentric Indoor Localization from Room Layouts and Image Outer Corners"
Xiaowei Chen, Guoliang Fan
"1000 Pupil Segmentations in a Second using Haar Like Features and Statistical Learning"
Wolfgang Fuhl, Johannes Schneider, Enkelejda Kasneci
11:00 11:45 Invited Keynote - Thomas Brox link
11:45 12:05 Accepted Abstracts link
"The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain"
Francesco Ragusa, Antonino Furnari, Salvo Livatino, Giovanni Maria Farinella
"How You Move Your Head Tells What You Do: Self-supervised Video Representation Learning with Egocentric Cameras and IMU Sensors"
Satoshi Tsutsui, Ruta Desai, Karl Ridgeway
"Is First Person Vision Challenging for Object Tracking?"
Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni
12:05 12:55 Invited Talks - Highlights from ICCV2021 link
"Anonymizing Egocentric Videos"
Daksh Thapar; Aditya Nigam; Chetan Arora
"Interactive Prototype Learning for Egocentric Action Recognition"
Xiaohan Wang; Linchao Zhu; Heng Wang; Yi Yang
"Egocentric Pose Estimation From Human Vision Span"
Hao Jiang; Vamsi Krishna Ithapu
"Estimating Egocentric 3D Human Pose in Global Space"
Jian Wang; Lingjie Liu; Weipeng Xu; Kripasindhu Sarkar; Christian Theobalt
"H2O: Two Hands Manipulating Objects for First Person Interaction Recognition"
Taein Kwon; Bugra Tekin; Jan Stühmer; Federica Bogo; Marc Pollefeys
12:55 13:15 Invited Talk - EPIC-Kitchens 2022 Challenges - Dima Damen link
13:15 14:00 Lunch Break N/A
14:00 16:00 Reveal Session - Introducing Ego4D: a Massive-Scale First-Person Video Project
Kristen Grauman (Chair)
Bernard Ghanem (Episodic Memory)
Kris Kitani (Hands and Objects)
Vamsi Ithapu (Audio-Visual Diarization)
Jim Rehg (Social)
Giovanni Maria Farinella (Forecasting)
16:00 17:00 Panel - Next Steps in Egocentric Perception
Jitendra Malik (Chair)
Andrew Westbury (co-Chair)
Kristen Grauman
Bernard Ghanem
C.V. Jawahar
Jim Rehg
Kris Kitani
Hyun Soo Park
Yoichi Sato
David Crandall
Mike Shou
Giovanni Maria Farinella
Dima Damen
Vamsi Ithapu
Pablo Arbelaez
17:00 18:00 Open Social Session - Gatherly N/A