Title :
A Hough transform system based on neural networks
Author :
Dempsey, Gary L. ; McVey, Eugene S.
Author_Institution :
Dept. of Electr. Eng., Bradley Univ., Peoria, IL, USA
fDate :
12/1/1992 12:00:00 AM
Abstract :
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
Keywords :
Hough transforms; neural nets; Hough transform system; autonomous navigation; curve following; image recognition; image-to-parameter-space mapping; mensuration; modified Hopfield optimization network; neural networks; tracking multiple targets; Artificial neural networks; Computer networks; Concurrent computing; Degradation; Equations; Machine vision; Neural networks; Noise robustness; Sensor arrays; Sensor phenomena and characterization;
Journal_Title :
Industrial Electronics, IEEE Transactions on
