Egocentric Vision

EgoV

Focuses on first-person vision from wearable cameras. Supports augmented reality, lifelogging, and assistive technologies.

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PhysBrain: Human Egocentric Data as a Bridge from Vision Language Models to Physical Intelligence Xiaopeng Lin Shijie Lian Bin Yu Ruoqi Yang Changti Wu ... Yurun Jin Yukun Shi Cong Huang Bojun Cheng Kai Chen EgoV LM&Ro 68 0 0 18 Dec 2025
Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance Francesco Ragusa Michele Mazzamuto Rosario Forte Irene DÁmbra James Fort Jakob Engel Antonino Furnari Giovanni Maria Farinella EgoV 109 0 0 15 Dec 2025
EgoX: Egocentric Video Generation from a Single Exocentric Video Taewoong Kang Kinam Kim Dohyeon Kim Minho Park Junha Hyung Jaegul Choo EgoV VGen 245 0 0 09 Dec 2025
EgoCampus: Egocentric Pedestrian Eye Gaze Model and Dataset Ronan John Aditya Kesari Vincenzo DiMatteo Kristin Dana EgoV 44 0 0 08 Dec 2025
EgoEdit: Dataset, Real-Time Streaming Model, and Benchmark for Egocentric Video Editing Runjia Li Moayed Haji-Ali Ashkan Mirzaei Chaoyang Wang Arpit Sahni ... Tomas Jakab Junlin Han Sergey Tulyakov Philip Torr Willi Menapace EgoV 144 0 0 05 Dec 2025
Mistake Attribution: Fine-Grained Mistake Understanding in Egocentric Videos Yayuan Li Aadit Jain Filippos Bellos Jason J. Corso EgoV 64 2 0 25 Nov 2025
IndEgo: A Dataset of Industrial Scenarios and Collaborative Work for Egocentric Assistants Vivek Chavan Yasmina Imgrund Tung Dao Sanwantri Bai Bosong Wang Ze Lu O. Heimann Jörg Krüger EgoV 144 0 0 24 Nov 2025
EgoVITA: Learning to Plan and Verify for Egocentric Video Reasoning Yogesh Kulkarni Pooyan Fazli EgoV LRM 241 0 0 23 Nov 2025
In-N-On: Scaling Egocentric Manipulation with in-the-wild and on-task Data Xiongyi Cai Ri-Zhao Qiu Geng Chen Lai Wei Isabella Liu Tianshu Huang Xuxin Cheng Xiaolong Wang EgoV 265 1 0 19 Nov 2025
Uni-Hand: Universal Hand Motion Forecasting in Egocentric Views Junyi Ma Wentao Bao Jingyi Xu Guanzhong Sun Yu Zheng Erhang Zhang Xieyuanli Chen Hesheng Wang EgoV 263 0 0 17 Nov 2025
Building Egocentric Procedural AI Assistant: Methods, Benchmarks, and Challenges Junlong Li Huaiyuan Xu Sijie Cheng Kejun Wu Kim-Hui Yap Lap-Pui Chau Yi Wang EgoV 145 0 0 17 Nov 2025
EgoCogNav: Cognition-aware Human Egocentric Navigation Zhiwen Qiu Ziang Liu Wenqian Niu Tapomayukh Bhattacharjee Saleh Kalantari EgoV 164 0 0 15 Nov 2025
Do Blind Spots Matter for Word-Referent Mapping? A Computational Study with Infant Egocentric Video Zekai Shi Zhixi Cai Kalin Stefanov EgoV 92 0 0 13 Nov 2025
EgoThinker: Unveiling Egocentric Reasoning with Spatio-Temporal CoT Baoqi Pei Yifei Huang Jilan Xu Yuping He Guo Chen Fei Wu Yu Qiao Jiangmiao Pang EgoV LRM 142 4 0 27 Oct 2025
egoEMOTION: Egocentric Vision and Physiological Signals for Emotion and Personality Recognition in Real-World Tasks Matthias Jammot Bjöern Braun Paul Streli Rafael Wampfler Christian Holz EgoV 179 0 0 25 Oct 2025
Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents Vijay Veerabadran Fanyi Xiao Nitin Kamra Pedro Matias Joy Chen ... Ethan Henderson Xuanyi Zhao Kevin Carlberg Joseph Tighe Karl Ridgeway EgoV 236 0 0 25 Oct 2025
DMC $^3$ : Dual-Modal Counterfactual Contrastive Construction for Egocentric Video Question Answering Jiayi Zou Chaofan CHEN Bing-Kun Bao Changsheng Xu EgoV VGen 189 0 0 23 Oct 2025
X-Ego: Acquiring Team-Level Tactical Situational Awareness via Cross-Egocentric Contrastive Video Representation Learning Yunzhe Wang Soham Hans Volkan Ustun EgoV 138 0 0 22 Oct 2025
Eyes Wide Open: Ego Proactive Video-LLM for Streaming Video Yulin Zhang Cheng Shi Yang Wang Sibei Yang EgoV 136 0 0 16 Oct 2025
EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark Deheng Zhang Yuqian Fu Runyi Yang Yang Miao Tianwen Qian ... Ajad Chhatkuli Xuanjing Huang Yu-Gang Jiang Luc Van Gool D. Paudel EgoV 173 2 0 07 Oct 2025
Learning Egocentric In-Hand Object Segmentation through Weak Supervision from Human Narrations Nicola Messina Rosario Leonardi Luca Ciampi F. Carrara G. Farinella Fabrizio Falchi Antonino Furnari EgoV 248 0 0 30 Sep 2025
Dual-Stage Reweighted MoE for Long-Tailed Egocentric Mistake Detection Boyu Han Qianqian Xu Shilong Bao Zhiyong Yang Sicong Li Qingming Huang EgoV MoE 335 0 0 16 Sep 2025
OpenEgo: A Large-Scale Multimodal Egocentric Dataset for Dexterous Manipulation Ahad Jawaid Yu Xiang EgoV 137 1 0 05 Sep 2025
HERO-VQL: Hierarchical, Egocentric and Robust Visual Query Localization Joohyun Chang Soyeon Hong Hyogun Lee Seong Jong Ha Dongho Lee Seong Tae Kim Jinwoo Choi EgoV 168 1 0 30 Aug 2025
Ego-centric Predictive Model Conditioned on Hand Trajectories Binjie Zhang Mike Zheng Shou EgoV 229 0 0 27 Aug 2025
Sensing, Social, and Motion Intelligence in Embodied Navigation: A Comprehensive Survey Chaoran Xiong Yulong Huang Fangwen Yu Changhao Chen Yue Wang Songpengchen Xia Ling Pei EgoV 188 1 0 21 Aug 2025
LookOut: Real-World Humanoid Egocentric Navigation Boxiao Pan Adam W. Harley Chenxi Liu Leonidas Guibas EgoV 217 1 0 20 Aug 2025
EgoCross: Benchmarking Multimodal Large Language Models for Cross-Domain Egocentric Video Question Answering Yanjun Li Yuqian Fu Tianwen Qian Qiáo Xu Silong Dai Danda Pani Paudel Luc Van Gool Xiaoling Wang EgoV VLM 194 4 0 14 Aug 2025
Perceiving and Acting in First-Person: A Dataset and Benchmark for Egocentric Human-Object-Human Interactions Liang Xu Chengqun Yang Zili Lin Fei Xu Yifan Liu ... Yunhui Liu Xin Jin Manwen Liao Wenjun Zeng Xiaokang Yang EgoV 184 1 0 06 Aug 2025
EgoPrompt: Prompt Learning for Egocentric Action Recognition Huaihai Lyu Chaofan CHEN Yuheng Ji Changsheng Xu EgoV 146 0 0 05 Aug 2025
EgoTrigger: Toward Audio-Driven Image Capture for Human Memory Enhancement in All-Day Energy-Efficient Smart GlassesIEEE Transactions on Visualization and Computer Graphics (TVCG), 2025 Akshay Paruchuri Sinan Hersek Lavisha Aggarwal Qiao Yang Xin Liu Achin Kulshrestha Andrea Colaco Henry Fuchs Ishan Chatterjee EgoV 123 1 0 03 Aug 2025
Fine-grained Spatiotemporal Grounding on Egocentric Videos Shuo Liang Yiwu Zhong Zi-Yuan Hu Yeyao Tao Liwei Wang EgoV 198 4 0 01 Aug 2025
EgoExoBench: A Benchmark for First- and Third-person View Video Understanding in MLLMs Yuping He Yifei Huang Guo Chen Baoqi Pei Jilan Xu Tong Lu Jiangmiao Pang EgoV 179 10 0 24 Jul 2025
Is Tracking really more challenging in First Person Egocentric Vision? Matteo Dunnhofer Zaira Manigrasso C. Micheloni EgoV 199 0 0 21 Jul 2025
A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains Antonio Finocchiaro Alessandro Sebastiano Catinello Michele Mazzamuto Rosario Leonardi Antonino Furnari Giovanni Maria Farinella EgoV 141 0 0 17 Jul 2025
BFA: Best-Feature-Aware Fusion for Multi-View Fine-grained Manipulation Zihan Lan Weixin Mao Haoyang Li Le Wang Tiancai Wang Haoqiang Fan Osamu Yoshie EgoV 337 3 0 01 Jul 2025
What to Do Next? Memorizing skills from Egocentric Instructional Video Jing Bi Chenliang Xu EgoV 72 0 0 01 Jul 2025
Comparing Learning Paradigms for Egocentric Video Summarization Daniel Wen EgoV 82 0 0 26 Jun 2025
EgoAdapt: Adaptive Multisensory Distillation and Policy Learning for Efficient Egocentric Perception Sanjoy Chowdhury Subrata Biswas Sayan Nag Tushar Nagarajan Calvin Murdock Ishwarya Ananthabhotla Yijun Qian Vamsi Krishna Ithapu Dinesh Manocha Ruohan Gao EgoV 101 0 0 26 Jun 2025
Whole-Body Conditioned Egocentric Video Prediction Yutong Bai Danny Tran Amir Bar Yann LeCun Trevor Darrell Jitendra Malik EgoV DiffM 95 0 0 26 Jun 2025
EgoWorld: Translating Exocentric View to Egocentric View using Rich Exocentric Observations Junho Park Andrew Sangwoo Ye Taein Kwon EgoV VGen 71 0 0 22 Jun 2025
Domain Generalization using Action Sequences for Egocentric Action RecognitionPattern Recognition Letters (Pattern Recogn. Lett.), 2025 Amirshayan Nasirimajd Chiara Plizzari Simone Alberto Peirone Marco Ciccone Giuseppe Averta Barbara Caputo EgoV 107 0 0 21 Jun 2025
Egocentric Human-Object Interaction Detection: A New Benchmark and Method Kunyuan Deng Yi Wang Lap-Pui Chau EgoV 176 0 0 17 Jun 2025
EgoPrivacy: What Your First-Person Camera Says About You? Yijiang Li Genpei Zhang Jiacheng Cheng Yi Li Xiaojun Shan Dashan Gao J. Lyu Yuan Li Ning Bi Nuno Vasconcelos EgoV PICV 137 2 0 13 Jun 2025
PlayerOne: Egocentric World Simulator Yuanpeng Tu Hao Luo Xi Chen Xiang Bai Fan Wang Hengshuang Zhao EgoV VGen SyDa 640 0 0 11 Jun 2025
EgoM2P: Egocentric Multimodal Multitask Pretraining Gen Li Yutong Chen Yiqian Wu Kaifeng Zhao Marc Pollefeys Siyu Tang EgoV VLM 307 3 0 09 Jun 2025
Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision Yuping He Yifei Huang Guo Chen Lidong Lu Baoqi Pei Jilan Xu Tong Lu Yoichi Sato EgoV 329 1 0 06 Jun 2025
Efficient Egocentric Action Recognition with Multimodal Data Marco Calzavara Ard Kastrati Matteo Macchini Dushan Vasilevski Roger Wattenhofer EgoV 195 0 0 02 Jun 2025
EgoBrain: Synergizing Minds and Eyes For Human Action Understanding Nie Lin Longji Xu Dongqi Han Weibang Jiang Jingyuan Li Ryosuke Furuta Yoichi Sato Dongsheng Li EgoV 228 0 0 02 Jun 2025
Sequence-Based Identification of First-Person Camera Wearers in Third-Person Views Ziwei Zhao Xizi Wang Yuchen Wang Feng Cheng David J. Crandall EgoV 121 0 0 31 May 2025

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