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cs.CV2026

REArtGS++: Generalizable Articulation Reconstruction with Temporal Geometry Constraint via Planar Gaussian Splatting

Di Wu, Liu Liu, Anran Huang +5

Articulated objects are pervasive in daily environments, such as drawers and refrigerators. Towards their part-level surface reconstruction and joint parameter estimation, REArtGS…

cs.CV2025

REArtGS: Reconstructing and Generating Articulated Objects via 3D Gaussian Splatting with Geometric and Motion Constraints

Di Wu, Liu Liu, Zhou Linli +5

Articulated objects, as prevalent entities in human life, their 3D representations play crucial roles across various applications. However, achieving both high-fidelity textured su…

cs.CV2025

Exploring Category-level Articulated Object Pose Tracking on SE(3) Manifolds

Xianhui Meng, Yukang Huo, Li Zhang +6

Articulated objects are prevalent in daily life and robotic manipulation tasks. However, compared to rigid objects, pose tracking for articulated objects remains an underexplored p…

cs.CV2024

Generalizable Articulated Object Perception with Superpoints

Qiaojun Yu, Ce Hao, Xibin Yuan +5

Manipulating articulated objects with robotic arms is challenging due to the complex kinematic structure, which requires precise part segmentation for efficient manipulation. In th…

cs.CV2024

PACE: A Large-Scale Dataset with Pose Annotations in Cluttered Environments

Yang You, Kai Xiong, Zhening Yang +7

We introduce PACE (Pose Annotations in Cluttered Environments), a large-scale benchmark designed to advance the development and evaluation of pose estimation methods in cluttered s…