Xiao-Yu Xia

Real-Time 3-DoF Robotic Grasp Detection via Keypoint Regression

Although vision-based grasping methods demonstrate strong perceptual capabilities in robotic grasping tasks, they often require direct regression of the grasp angle. Such regression is susceptible to the angle’s periodicity and discontinuity, leading to unstable model training. To address this issue, this paper propose...