Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2017 · 23 citations · 5 references
ComputingComputer ScienceRobotics EngineeringAerial RoboticsComputer VisionUnmanned Aircraft SystemsFeature DescriptionFeature DetectionObject DetectionObject RecognitionVisual DetectionContour SegmentationEnergy EstimatesObjectsSaliency DetectionSalient Feature ExtractionSalient Feature IdentificationSalient Object DetectionWavelet Transform
In this article the problem of image analysis in unmanned aerial vehicle on-board system for objects detection and recognition with the help of energy characteristics based on wavelet transform is described. The approach of salient points extraction based on wavelet transform is proposed. The salience of the points is substantiated with the energy estimates of their weights. On the basis of wavelet transform salient points extraction the method of image contour segmentation is proposed. For further image recognition the salient points descriptors constructed with the help of wavelet transform are used. The objects detection and recognition system for unmanned aerial vehicles based on proposed methods is simulated using the simulation platform.
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