Publication | Closed Access
A Hough transform system based on neural networks
16
Citations
12
References
1992
Year
Machine VisionFeature DetectionImage AnalysisHough Transform SystemPattern RecognitionImage-to-parameter-space MappingEngineeringCellular Neural NetworkAutonomous NavigationComputer EngineeringSystems EngineeringComputational ImagingEdge DetectionAutomated InspectionSignal ProcessingNeural-like Analog CircuitryComputer VisionOptical Image Recognition
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 mu s is obtainable with general-purpose operational amplifiers. Example system applications include autonomous navigation, tracking multiple targets, curve following, mensuration, and image recognition.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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