DocumentCode :
510240
Title :
The Application Research of Robot Vision Technique on Piston´s Online Recognition and Selection
Author :
Jiao Sheng-xi ; Zhang Li-hui ; Jiang, Jiang ; Chen Dan-dan
Author_Institution :
Sch. of Autom. Eng., Northeast Dianli Univ., Jilin, China
Volume :
3
fYear :
2009
fDate :
7-8 Nov. 2009
Firstpage :
186
Lastpage :
189
Abstract :
A step dynamic object positioning method of robot eye-in-hand vision is proposed. An experimental platform is developed in which the CCD plane is in parallel with worktable plane, images acquired by camera at several fixed positions and target is positioned at the center of the image finally. During the recognition procession of piston type, BP neural network is used to recognize the characters on piston´s surfaces, piston type is classified according to the characters. By the combination of recognized characters and piston´s position information, the end-executor is led to select the piston accurately.
Keywords :
backpropagation; image sensors; motion control; neural nets; object recognition; robot vision; BP neural network; CCD plane; end-executor; piston online recognition; piston online selection; robot eye-in-hand vision technique; robot motion control; step dynamic object positioning method; Cameras; Character recognition; Equations; Intelligent robots; Neural networks; Pistons; Robot kinematics; Robot vision systems; Robotics and automation; Target recognition; "eye-in-hand” vision; BP neural network; character recognition; end-executor; object positioning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3835-8
Electronic_ISBN :
978-0-7695-3816-7
Type :
conf
DOI :
10.1109/AICI.2009.327
Filename :
5376597
Link To Document :
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