An Outlook into the Future of Egocentric Vision

14 August 2023

Dima Damen

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

27 / 27 papers shown

Title
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 39 0 0 02 Mar 2025
Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos Luigi Seminara G. Farinella Antonino Furnari 72 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 46 7 0 10 Jan 2025
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 58 12 0 09 Oct 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 49 32 0 24 Mar 2024
Action Scene Graphs for Long-Form Understanding of Egocentric Videos Ivan Rodin Antonino Furnari Kyle Min Subarna Tripathi G. Farinella EgoV 16 12 0 06 Dec 2023
Combining HoloLens with Instant-NeRFs: Advanced Real-Time 3D Mobile Mapping D. Haitz B. Jutzi Markus Ulrich Miriam Jaeger Patrick Huebner 3DH 14 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 37 17 0 25 Mar 2023
Ego-Only: Egocentric Action Detection without Exocentric Transferring Huiyu Wang Mitesh Singh Lorenzo Torresani EgoV 53 22 0 03 Jan 2023
NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory Santhosh Kumar Ramakrishnan Ziad Al-Halah Kristen Grauman 68 30 0 02 Jan 2023
Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation Zeyun Zhong David Schneider Michael Voit Rainer Stiefelhagen Jürgen Beyerer 66 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 144 238 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 10 6 0 03 Oct 2022
Visual Object Tracking in First Person Vision Matteo Dunnhofer Antonino Furnari G. Farinella C. Micheloni 24 27 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 31 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 35 26 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 28 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 209 222 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 212 682 0 13 Oct 2021
Deep Learning-based Action Detection in Untrimmed Videos: A Survey Elahe Vahdani Yingli Tian 33 58 0 30 Sep 2021
IntentVizor: Towards Generic Query Guided Interactive Video Summarization Guande Wu Jianzhe Lin Claudio T. Silva 29 23 0 30 Sep 2021
Understanding Egocentric Hand-Object Interactions from Hand Pose Estimation Yao Lu Walterio W. Mayol-Cuevas EgoV 16 4 0 29 Sep 2021
On the Unreasonable Effectiveness of Centroids in Image Retrieval Mikolaj Wieczorek Barbara Rychalska Jacek Dąbrowski 44 102 0 28 Apr 2021
Estimating Egocentric 3D Human Pose in Global Space Jian Wang Lingjie Liu Weipeng Xu Kripasindhu Sarkar Christian Theobalt EgoV 21 62 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 24 88 0 23 Sep 2016
Query-Focused Extractive Video Summarization Aidean Sharghi Boqing Gong M. Shah 55 121 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 279 39,083 0 01 Sep 2014