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cs.RO2026
AffordGrasp: Cross-Modal Diffusion for Affordance-Aware Grasp Synthesis
Xiaofei Wu, Yi Zhang, Yumeng Liu +3
Generating human grasping poses that accurately reflect both object geometry and user-specified interaction semantics is essential for natural hand-object interactions in AR/VR and…
cs.RO2024
RealDex: Towards Human-like Grasping for Robotic Dexterous Hand
Yumeng Liu, Yaxun Yang, Youzhuo Wang +9
In this paper, we introduce RealDex, a pioneering dataset capturing authentic dexterous hand grasping motions infused with human behavioral patterns, enriched by multi-view and mul…
cs.RO2024
FastGrasp: Efficient Grasp Synthesis with Diffusion
Xiaofei Wu, Tao Liu, Caoji Li +3
Effectively modeling the interaction between human hands and objects is challenging due to the complex physical constraints and the requirement for high generation efficiency in ap…