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A Hough transform system based on neural networks

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2 Author(s)
Dempsey, G.L. ; Dept. of Electr. Eng., Bradley Univ., Peoria, IL, USA ; McVey, E.S.

Neural-like analog circuitry is suggested for image-to-parameter-space mapping, and a modified Hopfield optimization network is proposed for the parameter space peak detection. Solution time under 50 μs is obtainable with general-purpose operational amplifiers. Example system applications include autonomous navigation, tracking multiple targets, curve following, mensuration, and image recognition

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Industrial Electronics, IEEE Transactions on  (Volume:39 ,  Issue: 6 )