Search Results for author: Hanzhi Chen

Found 4 papers, 0 papers with code

FuncGrasp: Learning Object-Centric Neural Grasp Functions from Single Annotated Example Object

no code implementations8 Feb 2024 Hanzhi Chen, Binbin Xu, Stefan Leutenegger

We present FuncGrasp, a framework that can infer dense yet reliable grasp configurations for unseen objects using one annotated object and single-view RGB-D observation via categorical priors.

Object

Anthropomorphic Grasping with Neural Object Shape Completion

no code implementations4 Nov 2023 Diego Hidalgo-Carvajal, Hanzhi Chen, Gemma C. Bettelani, Jaesug Jung, Melissa Zavaglia, Laura Busse, Abdeldjallil Naceri, Stefan Leutenegger, Sami Haddadin

The progressive prevalence of robots in human-suited environments has given rise to a myriad of object manipulation techniques, in which dexterity plays a paramount role.

Object

TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation

no code implementations CVPR 2023 Hanzhi Chen, Fabian Manhardt, Nassir Navab, Benjamin Busam

In this paper, we introduce neural texture learning for 6D object pose estimation from synthetic data and a few unlabelled real images.

6D Pose Estimation using RGB

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