2006 · 12 citations · 1 references
ComputingComputer ScienceFeature EngineeringMachine LearningRemote SensingClassificationImage ClassificationPattern RecognitionRadar Signal ProcessingRadar SystemsSupport Vector MachinesIndependent Component AnalysisIndependent Component Analysis FeaturesSupport Vector ClassificationSupport Vector Machine ClassificationSvmsSynthetic Aperture RadarSynthetic Aperture Radar Image AnalysisSynthetic Aperture Radar Imaging
In this paper, a SAR (synthetic aperture radar) ATR algorithm based on Support Vector Machines (SVMs) and Independent Component Analysis (ICA) is proposed. Features of SAR images are extracted using ICA firstly, then we test our method on MASTAR database by using Support Vector Machines classifier. The experiment result shows that the performance of this method is superior to other methods.
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Training support vector machines: an application to face detection
E. Osuna, Robert M. Freund · 2002 · 2.5K citations