An Outlook into the Future of Egocentric Vision

14 August 2023

Dima Damen

Papers citing "An Outlook into the Future of Egocentric Vision"

49 / 49 papers shown

Title
EgoDTM: Towards 3D-Aware Egocentric Video-Language Pretraining Boshen Xu Yuting Mei Xinbi Liu Sipeng Zheng Qin Jin VLM MDE 65 0 0 19 Mar 2025
EgoEvGesture: Gesture Recognition Based on Egocentric Event Camera Luming Wang Hao-miao Shi X. Yin Kailun Yang Kaiwei Wang Jian Bai EgoV SLR 77 0 0 16 Mar 2025
EgoBlind: Towards Egocentric Visual Assistance for the Blind People Junbin Xiao Nanxin Huang Hao Qiu Zhulin Tao Xun Yang Richang Hong M. Wang Angela Yao EgoV VLM 65 0 0 11 Mar 2025
An Egocentric Vision-Language Model based Portable Real-time Smart Assistant Y. Huang Jilan Xu Baoqi Pei Yuping He Guo Chen ... Xinyuan Chen Yaohui Wang Yali Wang Yu Qiao Limin Wang 72 1 0 06 Mar 2025
EgoLife: Towards Egocentric Life Assistant Jingkang Yang Shuai Liu Hongming Guo Yuhao Dong X. Zhang ... Joerg Widmer Francesco Gringoli Lei Yang Bo Li Z. Liu EgoV 51 2 0 05 Mar 2025
Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning Baoqi Pei Y. Huang Jilan Xu Guo Chen Yuping He ... Yali Wang Weidi Xie Yu Qiao Fei Wu Limin Wang 41 0 0 02 Mar 2025
Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos Luigi Seminara G. Farinella Antonino Furnari 74 0 0 25 Feb 2025
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos Luigi Seminara G. Farinella Antonino Furnari 64 7 0 10 Jan 2025
Vinci: A Real-time Embodied Smart Assistant based on Egocentric Vision-Language Model Y. Huang Jilan Xu Baoqi Pei Yuping He Guo Chen ... Kunpeng Li C. Yuan Y. Wang Yu Qiao L. Wang 78 4 0 31 Dec 2024
Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory Zaira Manigrasso Matteo Dunnhofer Antonino Furnari Moritz Nottebaum Antonio Finocchiaro Davide Marana G. Farinella C. Micheloni 78 1 0 25 Nov 2024
MM-Ego: Towards Building Egocentric Multimodal LLMs for Video QA Hanrong Ye Haotian Zhang Erik Daxberger Lin Chen Zongyu Lin ... Haoxuan You Dan Xu Zhe Gan Jiasen Lu Yinfei Yang EgoV MLLM 82 12 0 09 Oct 2024
REST-HANDS: Rehabilitation with Egocentric Vision Using Smartglasses for Treatment of Hands after Surviving Stroke Wiktor Mucha Kentaro Tanaka M. Kampel 37 0 0 30 Sep 2024
EgoLM: Multi-Modal Language Model of Egocentric Motions Fangzhou Hong Vladimir Guzov Hyo Jin Kim Yuting Ye Richard A. Newcombe Ziwei Liu Lingni Ma 32 5 0 26 Sep 2024
EAGLE: Egocentric AGgregated Language-video Engine Jing Bi Yunlong Tang Luchuan Song A. Vosoughi Nguyen Nguyen Chenliang Xu 45 8 0 26 Sep 2024
Egocentric zone-aware action recognition across environments Simone Alberto Peirone Gabriele Goletto M. Planamente A. Bottino Barbara Caputo Giuseppe Averta EgoV 31 0 0 21 Sep 2024
Simultaneous Localization and Affordance Prediction for Tasks in Egocentric Video Zachary Chavis Hyun Soo Park Stephen J. Guy EgoV 36 0 0 18 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 37 11 0 13 Jun 2024
On the Application of Egocentric Computer Vision to Industrial Scenarios Vivek Chavan O. Heimann Jörg Krüger EgoV 22 0 0 11 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 29 4 0 03 Jun 2024
Bidirectional Progressive Transformer for Interaction Intention Anticipation Zichen Zhang Hongcheng Luo Wei Zhai Yang Cao Yu Kang 22 5 0 09 May 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 Fabio Galasso EgoV 50 11 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 62 38 0 24 Mar 2024
EgoPAT3Dv2: Predicting 3D Action Target from 2D Egocentric Vision for Human-Robot Interaction Irving Fang Yuzhong Chen Yifan Wang Jianghan Zhang Qiushi Zhang ... Xibo He Weibo Gao Hao Su Yiming Li Chen Feng EgoV 27 2 0 08 Mar 2024
A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives Simone Alberto Peirone Francesca Pistilli A. Alliegro Giuseppe Averta EgoV 29 4 0 05 Mar 2024
Learning Object State Changes in Videos: An Open-World Perspective Zihui Xue Kumar Ashutosh Kristen Grauman VGen 32 18 0 19 Dec 2023
Action Scene Graphs for Long-Form Understanding of Egocentric Videos Ivan Rodin Antonino Furnari Kyle Min Subarna Tripathi G. Farinella EgoV 27 12 0 06 Dec 2023
A Survey on Deep Learning Techniques for Action Anticipation Zeyun Zhong Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer 24 7 0 29 Sep 2023
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone Shraman Pramanick Yale Song Sayan Nag Kevin Qinghong Lin Hardik Shah Mike Zheng Shou Ramalingam Chellappa Pengchuan Zhang VLM 39 86 0 11 Jul 2023
Combining HoloLens with Instant-NeRFs: Advanced Real-Time 3D Mobile Mapping D. Haitz B. Jutzi Markus Ulrich Miriam Jaeger Patrick Huebner 3DH 20 4 0 27 Apr 2023
Visual-Tactile Sensing for In-Hand Object Reconstruction Wenqiang Xu Zhenjun Yu Han Xue Ruolin Ye Siqiong Yao Cewu Lu 42 17 0 25 Mar 2023
Ego-Only: Egocentric Action Detection without Exocentric Transferring Huiyu Wang Mitesh Singh Lorenzo Torresani EgoV 72 23 0 03 Jan 2023
NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory Santhosh Kumar Ramakrishnan Ziad Al-Halah Kristen Grauman 114 39 0 02 Jan 2023
Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation Zeyun Zhong David Schneider Michael Voit Rainer Stiefelhagen Jürgen Beyerer 71 44 0 23 Oct 2022
Real-World Robot Learning with Masked Visual Pre-training Ilija Radosavovic Tete Xiao Stephen James Pieter Abbeel Jitendra Malik Trevor Darrell SSL 156 239 0 06 Oct 2022
A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training Giovanni Pasqualino Antonino Furnari G. Farinella 15 6 0 03 Oct 2022
Visual Object Tracking in First Person Vision Matteo Dunnhofer Antonino Furnari G. Farinella C. Micheloni 31 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 44 98 0 26 Sep 2022
Hierarchical Temporal Transformer for 3D Hand Pose Estimation and Action Recognition from Egocentric RGB Videos Yilin Wen Hao Pan Lei Yang Jia-Yu Pan Taku Komura Wenping Wang 43 27 0 20 Sep 2022
MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain Francesco Ragusa Antonino Furnari G. Farinella EgoV 40 23 0 19 Sep 2022
Omnivore: A Single Model for Many Visual Modalities Rohit Girdhar Mannat Singh Nikhil Ravi L. V. D. van der Maaten Armand Joulin Ishan Misra 223 225 0 20 Jan 2022
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 226 1,019 0 13 Oct 2021
Deep Learning-based Action Detection in Untrimmed Videos: A Survey Elahe Vahdani Yingli Tian 43 60 0 30 Sep 2021
IntentVizor: Towards Generic Query Guided Interactive Video Summarization Guande Wu Jianzhe Lin Claudio T. Silva 37 24 0 30 Sep 2021
Understanding Egocentric Hand-Object Interactions from Hand Pose Estimation Yao Lu Walterio W. Mayol-Cuevas EgoV 26 4 0 29 Sep 2021
On the Unreasonable Effectiveness of Centroids in Image Retrieval Mikolaj Wieczorek Barbara Rychalska Jacek Dąbrowski 52 102 0 28 Apr 2021
Estimating Egocentric 3D Human Pose in Global Space Jian Wang Lingjie Liu Weipeng Xu Kripasindhu Sarkar Christian Theobalt EgoV 21 65 0 27 Apr 2021
EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras Helge Rhodin Christian Richardt Dan Casas Eldar Insafutdinov Mohammad Shafiei Hans-Peter Seidel Bernt Schiele Christian Theobalt EgoV 29 101 0 23 Sep 2016
Query-Focused Extractive Video Summarization Aidean Sharghi Boqing Gong M. Shah 66 121 0 18 Jul 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014