awesome-egocentric-vision

A curated list of egocentric (first-person) vision and related area resources

323

GitHub Stars

199

Curated Resources

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A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task PerspectivesCVPR
Simone Alberto Peirone, Francesca Pistilli, Antonio Alliegro, and Giuseppe Averta. In CVPR 2024.
Action Scene Graphs for Long-Form Understanding of Egocentric VideosCVPR
Ivan Rodin, Antonino Furnari, Kyle Min, Subarna Tripathi, and Giovanni Maria Farinella. In CVPR 2024.
Actor and Observer: Joint Modeling of First and Third-Person VideosCVPR
Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Ali Farhadi, and Karteek Alahari. In CVPR 2018.
A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-shot Representation ForecastingCVPR
Tianshan Liu and Kin-Man Lam. In CVPR 2022.
Analysis of Hand Segmentation in the WildCVPR
Aisha Urooj Khan and Ali Borji. In CVPR 2018.
ARCTIC: A Dataset for Dexterous Bimanual Hand-Object ManipulationCVPR
Zicong Fan, Omid Taheri, Dimitrios Tzionas, Muhammed Kocabas, Manuel Kaufmann, Michael J. Black, Otmar Hilliges. In CVPR 2023.

ADL
20 subjects performing daily activities in their native environments.
Aria Digital Twin
A comprehensive egocentric dataset containing 200 sequences of real-world activities conducted by Aria wearers in two real indoor scenes with 398 object instances (324 stationary and 74 dynamic).
Bristol Egocentric Object Interaction (BEOID)
8 subjects, six locations. Interaction with objects and environment.
Charade-Ego
Paired first-third person videos.
CMU kitchen
Multimodal, 18 subjects cooking 5 different recipes: brownies, eggs, pizza, salad, sandwich.
DoMSEV
80 hours/different activities.

Showing a sample of 199 resources. View the full list on GitHub →