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《ACTA ELECTRONICA SINICA》 2000-01
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An Algorithm of image Edge Detection Based on Visual Model

ZHANG Yong-Ping; ZHENG Nan-ning; ZHAO Rong-chun; (1. Dept of Mathematics Shanxi Normal University ,Xi'an 710062, China; 2. The Institute of Artificial Intelligence and Robotics,Xi'an Jiaotong university Xi'an 710049 China; 3. Dept,of Computer Science Nor  
An algorithm of edge detection based on visual model is Proposed. In which image information is processed by using a lateral inhibitory modal with feedback and forward coned connections. The forward templates are generated by a combination of zero- and Second- Order Hermite functions with scale parameters. Corresponding combination coefficients are trained by neural computing. Such method based on biological visual mechanisms can efficiently perform balancing of noise reduction and edge enhancement. Furthermore,the dimension and complexity of Problems are reduced.
【Fund】: 国家自然科学基金!(NO.69735010)
【CateGory Index】: TN919.81
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