Title :
Biologically motivated visual servoing and grasping for real world tasks
Author :
Kragic, D. ; Christensen, H.I.
Author_Institution :
Centre for Autonomous Syst., R. Inst. of Technol., Stockholm, Sweden
Abstract :
Hand-eye coordination involves four tasks: i) identification of the object to be manipulated, ii) ballistic arm motion to the vicinity of the object, iii) preshaping and alignment of the hand, and finally iv) manipulation or grasping of the object. Motivated by the operation of biological systems and utilizing some constraints for each of the above mentioned tasks, we are aiming at design of a robust, robotic hand-eye coordination system. Hand-eye coordination tasks we consider here are of the basic fetch-and-carry type useful for service robots operating in everyday environments. Objects to be manipulated are, for example, food items that are simple in shape (polyhedral, cylindrical) but with complex surface texture. To achieve the required robustness and flexibility, we integrate both geometric and appearance based information to solve the task at hand. We show how the research in human visuo-motor system can be facilitated to design a fully operational, visually guided object manipulation system.
Keywords :
flexible manipulators; industrial manipulators; man-machine systems; manipulator kinematics; object detection; robot vision; robust control; visual perception; ballistic arm motion; biological systems; complex surface texture; hand alignment; human visuo-motor system; object identification; object manipulation; real world tasks; robotic hand-eye coordination; robustness; service robots; visual grasping; visual servoing; Biological systems; Control systems; Feedback; Grasping; Humans; Robot kinematics; Robustness; Service robots; Shape; Visual servoing;
Conference_Titel :
Intelligent Robots and Systems, 2003. (IROS 2003). Proceedings. 2003 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-7860-1
DOI :
10.1109/IROS.2003.1249684