Publication | Closed Access
Entropy optimized filter for pattern recognition
45
Citations
24
References
1990
Year
Image AnalysisMachine LearningEngineeringInformation TheoryPattern RecognitionEntropyBiometricsSelective Spatial FiltersFiltering TechniquePattern AnalysisComputer ScienceProbability TheorySpatial FilteringStatistical Pattern RecognitionSignal ProcessingFilter (Signal Processing)Entropy FunctionPattern Recognition Application
Properties of the entropy function encountered in physics and information theory are employed in the generation of highly selective spatial filters for pattern recognition. Computer simulations and laboratory experiments demonstrate efficient recognition of single patterns or classes even when these are submerged in high level random noise.
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