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James Hillis

2 accepted papers

2023

EgoEnv: Human-centric environment representations from egocentric video

NeurIPS 2023oral

First-person video highlights a camera-wearer's activities in the context of their persistent environment. However, current video understanding approaches reason over visual features from short video clips that are detached from the underlying physical space and capture only what is immediately vis…

Cited by 20SourcePDFScholar
2022

Ego4D: Around the World in 3,000 Hours of Egocentric Video

CVPR 2022oral

We introduce Ego4D, a massive-scale egocentric video dataset and benchmark suite. It offers 3,670 hours of daily-life activity video spanning hundreds of scenarios (household, outdoor, workplace, leisure, etc.) captured by 931 unique camera wearers from 74 worldwide locations and 9 different countri…

Cited by 1162PDFcodeScholar