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20242026
most citedThe Invisible EgoHand: 3D Hand Forecasting through EgoBody Pose Estimation

1 citations · 2 across the 5 of their papers we have counts for

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3 papers · 1 filter

cs.CV2024

EMAG: Ego-motion Aware and Generalizable 2D Hand Forecasting from Egocentric Videos

Masashi Hatano, Ryo Hachiuma, Hideo Saito

Predicting future human behavior from egocentric videos is a challenging but critical task for human intention understanding. Existing methods for forecasting 2D hand positions rel…

cs.CV2024★ 1 cited

Multimodal Cross-Domain Few-Shot Learning for Egocentric Action Recognition

Masashi Hatano, Ryo Hachiuma, Ryo Fujii +1

We address a novel cross-domain few-shot learning task (CD-FSL) with multimodal input and unlabeled target data for egocentric action recognition. This paper simultaneously tackles…

cs.CV2024

EgoSurgery-Phase: A Dataset of Surgical Phase Recognition from Egocentric Open Surgery Videos

Ryo Fujii, Masashi Hatano, Hideo Saito +1

Surgical phase recognition has gained significant attention due to its potential to offer solutions to numerous demands of the modern operating room. However, most existing methods…