Yifei Huang* — accepted AI-conference papers

2024

ActionVOS: Actions as Prompts for Video Object Segmentation

Liangyang Ouyang*, Ruicong Liu, Yifei Huang*, Ryosuke Furuta, Yoichi Sato*

ECCV 2024oral

"Delving into the realm of egocentric vision, the advancement of referring video object segmentation (RVOS) stands as pivotal in understanding human activities. However, existing RVOS task primarily relies on static attributes such as object names to segment target objects, posing challenges in dist…

Cited by 4 Source ↗PDF ↗code ↗Scholar ↗

2024

Masked Video and Body-worn IMU Autoencoder for Egocentric Action Recognition

Mingfang Zhang, Yifei Huang*, Ruicong Liu, Yoichi Sato

ECCV 2024poster

"Compared with visual signals, Inertial Measurement Units (IMUs) placed on human limbs can capture accurate motion signals while being robust to lighting variation and occlusion. While these characteristics are intuitively valuable to help egocentric action recognition, the potential of IMUs remains…

Cited by 9 Source ↗PDF ↗Scholar ↗