Understanding digital image processing

Description

Content: Table of ContentsIntroduction to Digital Image ProcessingIntroduction Typical Image Processing OperationsHistory of Digital Image ProcessingHuman Visual SystemClassification of Digital imagesDigital Image File TypesComponents of an Image Processing systemApplications of Digital Image ProcessingSummary Digital Image representationDigital ImageSampling and QuantizationColor modelsBasic Relationships between pixelsAdjacencyDigital Path Connected setSummary Mathematical Tools for Image ProcessingIntroductionDistance FunctionConvexity Property Topological PropertiesInterpolationCircularly symmetric signalsStatisticsTransformsWavelet TransformDiscrete Cosine TransformWalsh TransformMatrix OperationsSet Theory Summary Image Enhancement in Spatial DomainIntroductionPoint ProcessingMask ProcessingSmoothing FiltersSharpening FiltersBit-plane slicingArithmetic operationsLogical OperationsGeometric OperationsImage paddingHistogram and Histogram processingSummary Image Processing in Frequency DomainIntroductionLow-Pass Filtering in Frequency DomainHigh-Pass Filtering High-Frequency Emphasis FilterSummary Image DenoisingIntroductionImage Noise TypesImage DenoisingPerformance Evaluation of Denoising TechniquesSummary Image SegmentationIntroductionTechniques of Image SegmentationDiscontinuity-based Image Segmentation TechniquesThresholding-based image segmentationRegion-based image segmentationWatershed-based image segmentationSummary Mathematical MorphologyIntroductionMorphological OperationsSummary Image UnderstandingIntroductionContour-based shape representation and descriptionBoundary Segments DescriptionObject RecognitionSummary Image CompressionIntroductionHistory of compression technologiesImage File typesCompression quality measuresImage RedundancyFundamental Building Blocks of Image CompressionImage compression modelImage compression standardsSummary Image RetrievalIntroductionText Based Image Retrieval SystemContent based image retrieval systemsImage pre-processingFeature ExtractionFeature selectionSimilarity measure and performance evaluationSummary Digital Image ForgeryIntroductionHistory of image forgeryImage forgery detection techniquesSummaryAppendix AAppendix BAppendix C