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Applications of Pulse Coupled Neural Net(簡體書)
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Applications of Pulse Coupled Neural Net(簡體書)

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《脈沖耦合神經網絡及應用(國內英文版)》內容簡介:Applications of Pulse-Coupled Neural Networks explores the fields of image processing, including image filtering, image segmentation, image fusion, image coding, image retrieval, and biometric recognition, and the role of pulse-coupled neural networks in these fields.
This book is intended for researchers and graduate students in artificial intelligence, pattern recognition, electronic engineering, and computer science.

目次

Chapter1 Pulse-CoupledNeuralNetworks
1.1LinkingFieldModel
1.2PCNN
1.3ModifiedPCNN
1.3.1IntersectionCorticalModel
1.3.2SpikingCorticalModel
1.3.3Multi-channelPCNN
Summary
References

Chapter2 ImageFiltering
2.1TraditionalFilters
2.1.1MeanFilter
2.1.2MedianFilter
2.1.3MorphologicalFilter
2.1.4WienerFilter
2.2ImpulseNoiseFiltering
2.2.1DescriptionofAlgorithmⅠ
2.2.2DescriptionofAlgorithmⅡ
2.2.3ExperimentalResultsandAnalysis
2.3GaussianNoiseFiltering
2.3.1PCNNNIandTimeMatrix
2.3.2DescriptionofAlgorithmⅢ
2.3.3ExperimentalResultsandAnalysis
Summary
References

Chapter3 ImageSegmentation
3.1TraditionalMethodsandEvaluationCriteria
3.1.1ImageSegmentationUsingArithmeticMean
3.1.2ImageSegmentationUsingEntropyandHistogram
3.1.3ImageSegmentationUsingMaximumBetween-clusterVariance
3.1.4ObjectiveEvaluationCriteria
3.2ImageSegmentationUsingPCNNandEntropy
3.3ImageSegmentationUsingSimplifiedPCNNandGA
3.3.1SimplifiedPCNNModel
3.3.2DesignofApplicationSchemeofGA
3.3.3FlowofAlgorithm
3.3.4ExperimentalResultsandAnalysis
Summary
References

Chapter4 ImageCoding
4.1IrregularSegmentedRegionCoding
4.1.1CodingofContoursUsingChainCode
4.1.2BasicTheoriesonOrthogonality
4.1.3OrthonormalizingProcessofBasisFunctions
4.1.4ISRCCodingandDecodingFramework
4.2IrregularSegmentedRegionCodingBasedonPCNN
4.2.1SegmentationMethod
4.2.2ExperimentalResultsandAnalysis
Summary
References

Chapter5 ImageEnhancement
5.1ImageEnhancement
5.1.1ImageEnhancementinSpatialDomain
5.1.2ImageEnhancementinFrequencyDomain
5.1.3HistogramEqualization
5.2PCNNTimeMatrix
5.2.1HumanVisualCharacteristics
5.2.2PCNNandHumanVisualCharacteristics
5.2.3PCNNTimeMatrix
5.3ModifiedPCNNModel
5.4ImageEnhancementUsingPCNNTimeMatrix
5.5ColorImageEnhancementUsingPCNN
Summary
References

Chapter6 ImageFusion
6.1PCNNandImageFusion
6.1.IPreliminaryofImageFusion
6.1.2ApplicationsinImageFusion
6.2MedicalImageFusion
6.2.1DescriptionofModel
6.2.2ImageFusionAlgorithm
6.2.3ExperimentalResultsandAnalysis
6.3Multi-focusImageFusion
6.3.1Dual-channelPCNN
6.3.2ImageSharpnessMeasure
6.3.3PrincipleofFusionAlgorithm
6.3.4ImplementationofMulti-focusImageFusion
6.3.5ExperimentalResultsandAnalysis
Summary
References

Chapter7 FeatureExtraction
7.1FeatureExtractionwithPCNN
7.1.1TimeSeries
7.1.2EntropySeries
7.1.3StatisticSeries
7.1.4OrthogonalTransform
7.2NoiseImageRecognition
7.2.1FeatureExtractionUsingPCNN
7.2.2ExperimentalResultsandAnalysis
7.3ImageRecognitionUsingBarycenterofHistogramVector
7.4InvariantTextureRetrieval
7.4.1TextureFeatureExtractionUsingPCNN
7.4.2ExperimentalResultsandAnalysis
7.5IrisRecognitionSystem
7.5.1IrisRecognition
7.5.2IrisFeatureExtractionUsingPCNN
7.5.3ExperimentalResultsandAnalysis
Summary
References

Chapter8 CombinatorialOptimization
8.1ModifiedPCNNBasedonAuto-wave
8.1.1Auto-waveNatureofPCNN
8.1.2Auto-waveNeuralNetwork
8.1.3TristateCascadingPulseCoupleNeuralNetwork
8.2TheShortestPathProblem
8.2.1AlgorithmforShortestPathProblemsBasedonTCPCNN
8.2.2ExperimentalResultsandAnalysis
8.3TravelingSalesmanProblem
8.3.1AlgorithmforOptimalProblemsBasedonAWNN
8.3.2ExperimentalResultsandAnalysis
Summary
References

Chapter9 FPGAImplementationofPCNNAlgorithm
9.1FndamentalPrincipleofPCNNHardwareImplementation
9.2AlteraDE2-70ImplementationofPCNN
9.2.1PCNNImplementationUsingAlteraDE2-70
9.2.2ExperimentalResultsandAnalysis
Summary
References
Index

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