Publication | Closed Access
Pattern Classification and Scene Analysis.
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1974
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Scene AnalysisEngineeringFeature DetectionMachine LearningBiometricsDescriptive MethodsImage AnalysisData ScienceData MiningPattern RecognitionPattern AnalysisProjective InvariantsMachine VisionKnowledge DiscoveryComputer ScienceStatistical Pattern RecognitionImage SimilarityComputer VisionPattern Recognition Application
Provides a unified, comprehensive and up-to-date treatment of both statistical and descriptive methods for pattern recognition. The topics treated include Bayesian decision theory, supervised and unsupervised learning, nonparametric techniques, discriminant analysis, clustering, preprosessing of pictorial data, spatial filtering, shape description techniques, perspective transformations, projective invariants, linguistic procedures, and artificial intelligence techniques for scene analysis.