Results 161 to 170 of about 1,409,257 (215)

An Egocentric Life-Saving Interventional Procedure Dataset of Actions, Medical Questions, Maneuvers and Tools. [PDF]

Sci Data
Zhuo Y, Zhang E, Yu X, Pachpande A, Fang W, Chen X, Kirkpatrick AW, Couperus K, Colombo C, Tran O, Beck J, DeVane D, McKee J, Gorbatkin C, Candelore R, Birch E, Wachs J.   +16 more
europepmc   +1 more source

Facial Expressions of Emotion are Infrequent in Toddlers’ and Caregivers’ Egocentric Views. An Ecological Study

Jackson EJ, Geangu E.
europepmc   +1 more source

Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100

CoRR, 2020
This paper introduces the pipeline to extend the largest dataset in egocentric vision, EPIC-KITCHENS. The effort culminates in EPIC-KITCHENS-100, a collection of 100 hours, 20M frames, 90K actions in 700 variable-length videos, capturing long-term ...
D. Damen, Hazel Doughty, G. Farinella, Antonino Furnari, E. Kazakos, Jian Ma, D. Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray   +10 more
semanticscholar   +3 more sources

Scaling Egocentric Vision: The EPIC-KITCHENS Dataset

CoRR, 2018
First-person vision is gaining interest as it offers a unique viewpoint on people's interaction with objects, their attention, and even intention. However, progress in this challenging domain has been relatively slow due to the lack of sufficiently large
D. Damen, Hazel Doughty, G. Farinella, S. Fidler, Antonino Furnari, E. Kazakos, D. Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray   +10 more
semanticscholar   +5 more sources

Egocentric Vision Language Planning

CoRR
We explore leveraging large multi-modal models (LMMs) and text2image models to build a more general embodied agent. LMMs excel in planning long-horizon tasks over symbolic abstractions but struggle with grounding in the physical world, often failing to ...
Zhi-Rui Fang, Ming Yang, Wei-Shuai Zeng, Boyu Li, Jun-Peng Yue, Zi-Luo Ding, Xiu Li, Zong-Qing Lu   +7 more
semanticscholar   +3 more sources

PEDESTRIAN: An Egocentric Vision Dataset for Obstacle Detection on Pavements

CoRR
Walking has always been a primary mode of transportation and is recognized as an essential activity for maintaining good health. Despite the need for safe walking conditions in urban environments, sidewalks are frequently obstructed by various obstacles ...
Marios Thoma, Zenonas Theodosiou, Harris Partaourides, Vassilis Vassiliades, Loizos Michael, Andreas Lanitis   +5 more
semanticscholar   +4 more sources

Egocentric Vision-Based Action Recognition: A Survey

Neurocomputing, 2022
Peer ...
Gorka Azkune, Adrian Núñez-Marcos, Ignacio Arganda-Carreras   +2 more
exaly   +4 more sources

Multi-Dataset, Multitask Learning of Egocentric Vision Tasks [PDF]

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
For egocentric vision tasks such as action recognition, there is a relative scarcity of labeled data. This increases the risk of overfitting during training. In this paper, we address this issue by introducing a multitask learning scheme that employs related tasks as well as related datasets in the training process.
Ronald Poppe, Georgios Kapidis, Remco C Veltkamp   +2 more
exaly   +6 more sources