Xinzhuo Lin

Contact2Grasp: 3D Grasp Synthesis via Hand-Object Contact Constraint

3D grasp synthesis generates grasping poses given an input object. Existing works tackle the problem by learning a direct mapping from objects to the distributions of grasping poses. However, because the physical contact is sensitive to small changes in pose, the high-nonlinear mapping between 3D ob…