Biometric Inverse Problems (Hardcover)

PrefaceAcknowledgementsINTRODUCTION TO THE INVERSE PROBLEMS OF BIOMETRICSAttacks on Biometric SystemsClassical Direct and Inverse ProblemsDirect and Inverse Problems of BiometricsBasic Notion of Biometric DataExamples of Synthetic Biometric DataConversating of Biometric InformationDesign of Biometric Devices and SystemsApplications of Inverse BiometricsEthical and Social Aspects of Inverse BiometricsSummaryProblemsFurther ReadingReferencesBASICS OF SYNTHETIC BIOMETRIC DATA STRUCTURE DESIGNBasic Concepts of Synthetic Biometric Data Structure DesignSynthesis StrategiesInformation Carried by Biometric DataGeneration of Random Biometric AttributesDegradation Model in Synthesis of Biometric DataImage WarpingDeformation by Interpolation and ApproximationExtracting and Generating FeaturesSummaryProblemsFurther ReadingReferencesSYNTHETIC SIGNATURESIntroductionBasics of Signature SynthesisSignature Synthesis TechniquesStatistically Meaningful SynthesisImplementationSummaryProblemsFurther ReadingReferencesSYNTHETIC FINGERPRINTSIntroductionModeling a FingerprintExtraction of FeaturesLibrary of Topological PrimitivesLocal Generators: Fingerprint PrimitivesGlobal Generators: Orientation MapPolar Transformation of Orientation MapGenerating Synthetic Fingerprint Images from an Orientation MapOther Global Topological ModelsSummaryProblemsFurther ReadingReferencesSYNTHETIC FACESIntroduction to Facial Expressions DesignModeling of Facial ExpressionsFacial Topology Transformation and ManipulationLocal Facial ModelsFacial SynthesizersAutomated Support of Deceit DetectionSummaryProblemsFurther ReadingReferencesSYNTHETIC IRISState-of-the-Art Iris SynthesisEye ModelIris Image ProcessingIris Synthesis by TransformationIris Synthesis by AssemblingSummaryProblemsFurther ReadingReferencesBIOMETRIC DATA STRUCTURE REPRESENTATION BY VORONOI DIAGRAMSVoronoi Data StructureBasics of Voronoi Diagram TechniqueDirect and Inverse Voronoi TransformPropertiesVoronoi Data Structure in Topological Analysis and SynthesisTopological Compatibility of the Voronoi DiagramImplementing the Discrete Voronoi Transform with a Distance TransformCalculating Area Voronoi Diagrams using Nearest-Neighbor TransformSummaryProblemsFurther ReadingReferencesSYNTHETIC DNAIntroductionBasics of DNA BiometricsDNA/Protein Synthesis TechniquesExamples of Markov ModelsPostprocessing: Pairwise AlignmentsAlgorithm for Sequence GenerationSummaryProblemsFurther ReadingReferencesINDEX