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Active Transfer Learning for Efficient Video-Specific Human Pose Estimation
Human Pose (HP) estimation is actively researched because of its wide range of applications. However, even estimators pre-trained on …
Hiromu Taketsugu
,
Norimichi Ukita
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Physical Plausibility-aware Trajectory Prediction via Locomotion Embodiment
Humans can predict future human trajectories even from momentary observations by using human pose-related cues. However, previous Human …
Hiromu Taketsugu
,
Takeru Oba
,
Takahiro Maeda
,
Shohei Nobuhara
,
Norimichi Ukita
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Uncertainty Criteria in Active Transfer Learning for Efficient Video-Specific Human Pose Estimation
This paper presents a combination of Active Learning (AL) and Transfer Learning (TL) for efficiently adapting Human Pose (HP) …
Hiromu Taketsugu
,
Norimichi Ukita
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