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SME MS94-202
- Development Of An Object Recognition Methodology For Robot Grasping Using
- standard by Society of Manufacturing Engineers, 06/01/1994
- Publisher: SME
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ROBOTS ARE AN IMPORTANT MEANS OF INDUSTRIAL AUTOMATION. THEY POSSESS VARIOUS FEATURES THAT MAKE THEIR USE UNRIVALED BY OTHER MACHINES. GRASPING IS ONE OF THESE IMPORTANT FEATURES. FOR A ROBOT TO GRASP AN OBJECT, IT HAS TO LEARN THE LOCATION OF ITS GRASP POINTS. IF, DUE TO OPERATIONAL CONDITIONS, THE OBJECT ASSUMES A DIFFERENT POSITION, THE POINTS OF GRASP HAVE TO BE REDEFINED. THIS PAPER PROPOSES A METHODOLOGY FOR OBJECT RECOGNITION USING NEURAL NETWORKS IMPLEMENTED FOR ROBOT GRASPING.