Title :
Pieces Identification in the Chess System of Dual-Robot Coordination Based on Vision
Author :
Jia Yubo ; Duan Yuntao ; Wang Dianjun ; Xue Long ; Liu Zhanmin ; Wang Wei
Author_Institution :
Fac. Inf. & Electron., Zhejiang Sci-Tech Univ., Hangzhou, China
Abstract :
With the research and development of chess robot and machine vision, chess robot with visual function has recently received an increasing interest in the community. This paper introduces the chess system of dual-robot coordination based on vision and the process of visual system structure, gives the coordinates translation from computer and image coordinates to actual coordinates. And in the process of pieces identification, it firstly gives the character segmentation method and training process based on BP neural network, and then identifies the pieces. All the work contributes to the chess system of dual-robot coordination based on vision.
Keywords :
backpropagation; character recognition; image segmentation; multi-robot systems; neural nets; robot vision; BP neural network; back propagation; character segmentation; chess robot; chess system; dual robot coordination; image coordinate; machine vision; pieces identification; training process; visual function; visual system structure; BP neural network; character segmentation; coordinates translation;
Conference_Titel :
Web Information Systems and Mining (WISM), 2010 International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-8438-6
DOI :
10.1109/WISM.2010.124