Using Synthetic Data and Deep Networks to Recognize Primitive Shapes for Object Grasping

Yunzhi Lin, Chao Tang, Fu-Jen Chu +1

A segmentation-based architecture is proposed to decompose objects into multiple primitive shapes from monocular depth input for robotic manipulation. The backbone deep network is…