A METHOD FOR THE REGISTRATION OF A KNOWN CAD MODEL INTO THE WORKSPACE FRAME OF A ROBOT

作者：Aristos Dimitris^*; Tzafestas Spyros

来源：International Journal on Artificial Intelligence Tools, 2010, 19(3): 281-304.

DOI：10.1142/S0218213010000194

• Camera calibration
• iterative closest-point algorithm
• 3D reconstruction
• model matching
• hand/eye calibration

In many robotic applications it is required to manipulate a specific rigid object whose CAD model is known a priori, but its position and orientation in space are unknown. This category of tasks includes piercing, painting or iron welding on some specific points of the rigid object's surface. For this kind of tasks to become feasible the CAD data of the rigid object should be registered into the robot's workspace frame, so that the robot arm becomes aware of the position and orientation of the rigid body with reference to its own flange or base coordinate frame. In order to achieve this goal several techniques from the fields of image processing, 3D modeling and robot kinematics should be combined. This paper provides a convenient combination of such methods that can be used for the successful on-line registration of a rigid object's CAD data to the robot's workspace frame.

• 出版日期2010-6