LIME is proposed, a vision-language camera-motion generator that combines an autoregressive observation-gain output with a continuous flow-matching pose head that learns intent-conditioned camera motion from passive egocentric video, turning ordinary human recordings into supervision for a reusable active-perception pr...
Bo-Yang Sun, Jiajie Li, Yung-Hsu Yang et al.· arXiv.org· 3 citations
This work introduces EgoTrack3D, a modular framework that reconstructs and maintains a dynamic 3D scene representation directly from egocentric RGB video, and replaces dense depth maps with sparse 3D bounding box estimation and integrate interaction-guided dynamic association, enabling EgoTrack3D to maintain accurate s...
Jan Kulik, Bjarni Dagur Thor Karason, Yung-Hsu Yang et al.· 0 citations
Map-Det3D is an online multi-view 3D object detection model that brings detection directly into a 3D space reconstructed from RGB, suggesting that training reconstruction priors for detection is a practical route to stable metric 3D detection from monocular video.
Yung-Hsu Yang, Luigi Piccinelli, S. R. Bulò et al.· 1 citation
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