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Introduction to digital image processing

Author: William K Pratt
Publisher: Boca Raton [Fla.] ; London ; New York : CRC Press, Taylor & Francis Group, cop. 2014.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"This book contains English language narratives of important image processing operations, from which a student is expected to create executable versions of the operations using C language programming, calls to an image processing library furnished with the book, a furnished PIKSTool interactive package or the widely supported MATLAB interactive package. Executable versions of each narrative operation are furnished  Read more...
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Document Type: Book
All Authors / Contributors: William K Pratt
ISBN: 9781482216691 1482216698
OCLC Number: 889321793
Description: 1 vol. (XVIII-738 p.) : ill., couv. ill. en coul. ; 25 cm
Contents: CONTINUOUS IMAGE CHARACTERIZATION Continuous Image Mathematical Characterization Image RepresentationTwo-Dimensional SystemsTwo-Dimensional Fourier TransformImage Stochastic CharacterizationPsychophysical Vision Properties Light PerceptionEye PhysiologyVisual PhenomenaMonochrome Vision ModelColor Vision ModelPhotometry and ColorimetryPhotometryColor MatchingColorimetry ConceptsColor SpacesDIGITAL IMAGE CHARACTERIZATION Image Sampling and Reconstruction Image Sampling and Reconstruction ConceptsMonochrome Image Sampling SystemsMonochrome Image Reconstruction SystemsColor Image Sampling SystemsImage QuantizationScalar QuantizationProcessing Quantized VariablesMonochrome and Color Image QuantizationDISCRETE TWO-DIMENSIONAL LINEAR PROCESSING Discrete Image Mathematical Characterization Vector-Space Image RepresentationGeneralized Two-Dimensional Linear OperatorImage Statistical CharacterizationImage Probability Density ModelsLinear Operator Statistical RepresentationSuperposition and ConvolutionFinite-Area Superposition and ConvolutionSampled Image Superposition and ConvolutionCirculant Superposition and ConvolutionSuperposition and Convolution Operator RelationshipsUnitary and Wavelet Transforms General Unitary TransformsFourier Transform, Cosine, Sine, and Hartley TransformsHadamard, Haar, and Daubechies TransformsKarhunen-Loeve TransformWavelet TransformsLinear Processing Techniques Transform Domain Transform Domain SuperpositionFast Fourier Transform ConvolutionFourier Transform FilteringIMAGE IMPROVEMENT Image Enhancement Contrast ManipulationHistogram ModificationNoise CleaningEdge CrispeningColor Image EnhancementMultispectral Image EnhancementImage Restoration Image Restoration ModelsSensor and Display Point Nonlinearity CorrectionContinuous Image Spatial Filtering RestorationPseudoinverse Spatial Image RestorationStatistical Estimation Spatial Image RestorationMulti-Plane Image RestorationGeometrical Image Modification Basic Geometrical MethodsSpatial WarpingGeometrical Image ResamplingIMAGE ANALYSIS Morphological Image Processing Binary Image ConnectivityBinary Image Hit or Miss TransformationsBinary Image Shrinking, Thinning, Skeletonizing, and ThickeningBinary Image Generalized Dilation and ErosionBinary Image Close and Open OperationsGray Scale Image Morphological OperationsEdge Detection Edge, Line, and Spot ModelsFirst-Order Derivative Edge DetectionSecond-Order Derivative Edge DetectionEdge-Fitting Edge DetectionLuminance Edge Detector PerformanceColor Edge DetectionLine and Spot DetectionImage Feature Extraction Image Features EvaluationAmplitude FeaturesTransform Coefficient FeaturesTexture CharacterizationTexture FeaturesScale-Invariant FeaturesImage Segmentation Amplitude SegmentationClustering SegmentationRegion SegmentationBoundary SegmentationTexture SegmentationSegment LabelingShape Analysis Topological AttributesDistance, Perimeter, and Area MeasurementsSpatial MomentsShape Orientation DescriptorsFourier DescriptorsThinning and SkeletonizingImage Detection and Registration Template MatchingMatched Filtering of Continuous ImagesImage RegistrationIMAGE AND VIDEO COMPRESSIONPoint Processing Image Compression Pulse Code Modulation Coding of Monochrome ImagesStatistical Coding of Monochrome ImagesPredictive Coding of Monochrome ImagesPoint Processing Color Image CodingJPEG Lossless Image CodingSpatial Processing Image Compression Run Coding of Monochrome ImagesInterpolation Coding of Monochrome ImagesUnitary Transform Coding of Monochrome ImagesWavelet Coding of Monochrome ImagesSpatial Processing Color Image CodingJPEG Baseline Image Coding StandardJPEG2000 Image Coding StandardVideo Compression Spatial Video Coding TechniquesSpatial/Temporal Video Coding TechniquesMPEG - 1 Video Coding StandardMPEG - 2 Video Coding StandardMPEG - 4 Video Coding StandardsAppendicesAnnexesBibliography IndexExercises appear at the end of each chapter.
Responsibility: William K. Pratt.
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Abstract:

"This book contains English language narratives of important image processing operations, from which a student is expected to create executable versions of the operations using C language programming, calls to an image processing library furnished with the book, a furnished PIKSTool interactive package or the widely supported MATLAB interactive package. Executable versions of each narrative operation are furnished so that a student can visualize the result of each operation. " -- Provided by publisher.

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