Query-Conditioned Articulation Estimation from a Single Image
QueryArt estimates kinematic parameters of articulated objects from a single RGB image and a 2D query point. It predicts joint type, motion axis direction, and offset for revolute joints. The model decouples interaction location from movement by predicting parameters in terms of the query point's depth, allowing metric recovery using only one depth measurement.