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桑肯 著 / 人民邮电出版社 / 2002-01 / 平装
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图像处理、分析与机器视觉(第2版)
《图像处理、分析与机械视觉(第2版)》是为计算机专业图像处理、图像分析和机器视觉课程编写的教材,被美国卡耐基梅隆等大学选用。《图像处理、分析与机械视觉(第2版)》针对图像处理和机器视觉领域的技术话题展开了广泛深入的讨论,包括多种格式的图像压缩、模糊逻辑识别、3D视觉等等,还附有实例的学习和讨论,力图将复杂的概念用易于理解的算法描述出来。
《图像处理、分析与机械视觉(第2版)》可作为各高等院校计算机专业研究生相应课程的教材,可以结合实际教学情况选用相应的章节。《图像处理、分析与机械视觉(第2版)》对从事此科学领域研究的专业人士也有较高的参考价值。
1 Introduction 11.1 Summary 81.2 Exercises 81.3 References 92 Thedigitizedimageanditsproperties 102.1 Basicconcepts 102.1.1 Imagefunctions 102.1.2 TheDiracdistributionandconvolution 132.1.3 TheFouriertransform 132.1.4 Imagesasastochasticprocess 152.1.5 Imagesaslinearsystems 172.2 Imagedigitization 182.2.1 Sampling 182.2.2 Quantization 222.2.3 Colorimages 232.3 Digitalimageproperties 272.3.1 Metricandtopologicalpropertiesofdigitalimages 272.3.2 Histograms 322.3.3 Visualperceptionoftheimage 332.3.4 Imagequality 352.3.5 Noiseinimages 352.4 Summary 372.5 Exercises 382.6 References 403 DataStructuresforimageanalysis 423.1 Levelsofimagedatarepresentation 423.2 Traditionalimagedatastructures 433.2.1 Matrices 433.2.2 Chains 453.2.3 Topologicaldatastructures 473.2.4 Relationalstructures 483.3 Hierarchicaldatastructures 493.3.1 Pyramids 493.3.2 Quadtrees 513.3.3 Otherpyramidicalstructures 523.4 Summary 533.5 Exercises 543.6 References 554 Imagepre-processing 574.1 Pixelbrightnesstransformations 584.1.1 Position-dependentbrightnesscorrection 584.1.2 Gray-scaletransformation 594.2 Geometrictransformations 624.2.1 Pixelco-ordinatetransformations 634.2.2 Brightnessinterpolation 654.3 Localpre-processing 684.3.1 Imagesmoothing 694.3.2 Edgedetectors 774.3.3 Zero-crossingsofthesecondderivative 834.3.4 Scaleinimageprocessing 884.3.5 Cannyedgedetection 904.3.6 Parametricedgemodels 934.3.7 Edgesinmulti-spectralimages 944.3.8 Otherlocalpre-processingoperators 944.3.9 Adaptiveneighborhoodpre-processing 984.4 Imagerestoration 1024.4.1 Degradationsthatareeasytorestore 1054.4.2 Inversefiltration 1064.4.3 Wienerfiltration 1064.5 Summary 1084.6 Exercises 1114.7 References 1185 Segmentation 1235.1 Thresholding 1245.1.1 Thresholddetectionmethods 1275.1.2 Optimalthresholding 1285.1.3 Multi-spectralthresholding 1315.1.4 Thresholdinginhierarchicaldatastructures 1335.2 Edge-basedsegmentation 1345.2.1 Edgeimagethresholding 1355.2.2 Edgerelaxation 1375.2.3 Bordertracing 1425.2.4 Borderdetectionasgraphsearching 1485.2.5 Borderdetectionasdynamicprogramming 1585.2.6 Houghtransforms 1635.2.7 Borderdetectionusingborderlocationinformation 1735.2.8 Regionconstructionfromborders 1745.3 Region-basedsegmentation 1765.3.1 Regionmerging 1775.3.2 Regionsplitting 1815.3.3 Splittingandmerging 1815.3.4 Watershedsegmentation 1865.3.5 Regiongrowingpost-processing 1885.4 Matching 1905.4.1 Matchingcriteria 1915.4.2 Controlstrategiesofmatching 1935.5 Advancedoptimalborderandsurfacedetectionapproaches 1945.5.1 Simultaneousdetectionofborderpairs 1945.5.2 Surfacedetection 1995.6 Summary 2055.7 Exercises 2105.8 References 2166 Shaperepresentationanddescription 2286.1 Regionidentification 2326.2 Contour-basedshaperepresentationanddescription 2356.2.1 Chaincodes 2366.2.2 Simplegeometricborderrepresentation 2376.2.3 Fouriertransformsofboundaries 2406.2.4 Boundarydescriptionusingsegmentsequences 2426.2.5 B-splinerepresentation 2456.2.6 Othercontour-basedshapedescriptionapproaches 2486.2.7 Shapeinvariants 2496.3 Region-baedshaperepresentationanddescription 2546.3.1 Simplescalarregiondescriptors 2546.3.2 Moments 2596.3.3 Convexhull 2626.3.4 Graphrepresentationbasedonregionskeleton 2676.3.5 Regiondecomposition 2716.3.6 Regionneighborhoodgraphs 2726.4 Shapeclasses 2736.5 Summary 2746.6 Exercises 2766.7 References 2797 Objectrecognition 2907.1 Knowledgerepresentation 2917.2 Statisticalpatternrecognition 2977.2.1 Classificationprinciples2987.2.2 Classifiersetting 3007.2.3 Classifierlearning 3037.2.4 Clusteranalysis 3077.3 Neuralnets 3087.3.1 Feed-forwardnetworks 3107.3.2 Unsupervisedlearning 3127.3.3 Hopfieldneuralnets 3137.4 Syntacticpatternrecognition 3157.4.1 Grammarsandlanguages 3177.4.2 Syntacticanalysis,syntacticclassifier 3197.4.3 Syntacticclassifierlearning,grammarinference 3217.5 Recognitionasgraphmatching 3237.5.1 Isomorphismofgraphsandsub-graphs 3247.5.2 Similarityofgraphs 3287.6 Optimizationtechniquesinrecognition 3287.6.1 Geneticalgorithms 3307.6.2 Simulatedannealing 3337.7 Fuzzysystems 3367.7.1 Fuzzysetsandfuzzymembershipfunctions 3367.7.2 Fuzzysetoperators 3387.7.3 Fuzzyreasoning 3397.7.4 Fuzzysystemdesignandtraining 3437.8 Summary 3447.9 Exercises 3477.10 References 3548 Imageunderstanding 3628.1 Imageunderstandingcontrolstrategies 3648.1.1 Parallelandserialprocessingcontrol 3648.1.2 Hierarchicalcontrol 3648.1.3 Bottom-upcontrolstrategies 3658.1.4 Model-basedcontrol strategies 3668.1.5 Combinedcontrolstrategies 3678.1.6 Non-hierarchicalcontrol 3718.2 Activecontourmodels-snakes 3748.3 Pointdistributionmodels 3808.4 Patternrecognitionmethodsinimageunderstanding 3908.4.1 Contextualimageclassification 3928.5 Scenelabelingandconstraintpropagation 3978.5.1 Discreterelaxation 3988.5.2 Probabilisticrelaxation 4008.5.3 Searchinginterpretationtrees 4048.6 Semanticimagesegmentationandunderstanding 4048.6.1 Semanticregiongrowing 4068.6.2 Geneticimageinterpretation 4088.7 HiddenMarkovmodels 4178.8 Summary 4238.9 Exercises 4268.10 References 4289 3DVision,geometry,andradiometry 4419.1 3Dvisiontasks 4429.1.1 Marrstheory 4449.1.2 Othervisionparadigms:Activeandpurposivevision 4469.2 Geometryfor3DVision 4489.2.1 Basicsofprojectivegeometry 4489.2.2 Thesingleperspectivecamera 4499.2.3 Anoverviewofsinglecameracalibration 4539.2.4 Calibrationofonecamerafromaknownscene 4559.2.5 Twocameras,stereopsis 4579.2.6 Thegeometryoftwocameras;thefundamentalmatrix 4609.2.7 Relativemotionofthecamera;theessentialmatrix 4629.2.8 Fundamentalmatrixestimationfromimagepointcorrespondences 4649.2.9 Applicationsofepipolargeometryinvision 4669.2.10 Threeandmorecameras 4719.2.11 Stereocorrespondencealgorithms 4769.2.12 Activeacquisitionofrangeimages 4839.3 Radiometryand3Dvision 4869.3.1 Radiometricconsiderationsindetermininggray-level 4869.3.2 Surfacereflectance 4909.3.3 Shapefromshading 4949.3.4 Photometricstereo 4989.4 Summary 4999.5 Exercises 5019.6 References 50210 Useof3Dvision 50810.1 ShapefromX 50810.1.1 Shapefrommotion 50810.1.2 Shapefromtexture 51510.1.3 OthershapefromXtechniques 51710.2 Full3Dobjects 51910.2.1 3Dobjects,models,andrelatedissues 51910.2.2 Linelabeling 52110.2.3 Volumetricrepresentation,directmeasurements 52310.2.4 Volumetricmodelingstrategies 52510.2.5 Surfacemodelingstrategies 52710.2.6 Registeringsurfacepatchesandtheirfusiontogetafull3Dmodel 52910.3 3Dmodel-basedvision 53510.3.1 Generalconsiderations 53510.3.2 Goadsalgorithm 53710.3.3 Model-basedrecognitionofcurvedobjectsfromintensityimages 54110.3.4 Model-basedrecognitionbasedonrangeimages 54310.4 2Dview-basedrepresentationsofa3Dscene 54410.4.1 Viewingspace 54410.4.2 Multi-viewrepresentationsandaspectgraphs 54410.4.3 Geonsasa2Dview-basedstructuralrepresentation 54510.4.4 Visualizing3Dreal-worldscenesusingstoredcollectionsof2Dviews 54610.5 Summary 55110.6 Exercises 55210.7 References 55311 Mathematicalmorphology 55911.1 Basicmorphologicalconcepts 55911.2 Fourmorphologicalprinciples 56111.3 Binarydilationanderosion 56311.3.1 Dilation 56311.3.2 Erosion 56511.3.3 Hit-or-misstransformation 56811.3.4 Openingandclosing 56811.4 Gray-scaledilationanderosion 56811.4.1 Topsurface,umbra,andgray-scaledilationanderosion 57011.4.2 Umbrahomeomorphismtheorem,propertiesoferosionanddilation,openingandclosing 57311.4.3 Tophattransformation 57411.5 Skeletonsandobjectmarking 57611.5.1 Homotopictransformations 57611.5.2 Skeleton,maximalball 57611.5.3 Thinning,thickening,andhomotopicskeleton 57811.5.4 Quenchfunction,ultimateerosion 58111.5.5 Ultimateerosionanddistancefunctions 58411.5.6 Geodesictransformations 58511.5.7 Morphologicalreconstruction 58611.6 Granulometry 58911.7 Morphologicalsegmentationandwatersheds 59011.7.1 Particlessegmentation,marking,andwatersheds 59011.7.2 Binarymorphologicalsegmentation 59211.7.3 Gray-scalesegmentation,watersheds 59411.8 Summary 59511.9 Exercises 59711.10 References 59812 Lineardiscreteimagetransforms 60012.1 Basictheory 60012.2 Fouriertransform 60212.3 Hadamardtransform 60412.4 Discretecosinetransform 60512.5 Wavelets 60612.6 Otherorthogonalimagetransforms 60812.7 Applicationsofdiscreteimagetransforms 60912.8 Summary 61312.9 Exercises 61712.10 References 61913 Imagedatacompression 62113.1 Imagedataproperties 62213.2 Discreteimagetransformsinimagedatacompression 62313.3 Predictivecompressionmethods 62413.4 Vectorquantization 62913.5 Hierarchicalandprogressivecompressionmethods 63013.6 Comparisonofcompressionmethods 63113.7 Othertechniques 63213.8 Coding 63313.9 JPEGandMPEGimagecompression 63413.9.1 JPEG—stillimagecompression 63413.9.2 MPEG-full-motionvideocompression 63613.10 Summary 63713.11 Exercises 64013.12 References 64114 Texture 64614.1 Statisticaltexturedescription 64914.1.1 Methodsbasedonspatialfrequencies 64914.1.2 Co-occurrencematrices 65114.1.3 Edgefrequency 65314.1.4 Primitivelength(runlength) 65514.1.5 Lawstextureenergymeasures 56514.1.6 Fractaltexturedescription 65714.1.7 Otherstatisticalmethodsoftexturedescription 65914.2 Syntactictexturedescriptionmethods 66014.2.1 Shapechaingrammars 66114.2.2 Graphgrammars 66314.2.3 Primitivegroupinginhierarchicaltextures 66414.3 Hybridtexturedescriptionmethods 66614.4 Texturerecognitionmethodapplications 66714.5 Summary 66814.6 Exercises 67014.7 References 67215 Motionanalysis 67915.1 Differentialmotionanalysismethods 68215.2 Opticalflow 68515.2.1 Opticalflowcomputation 68615.2.2 Globalandlocalopticalflowestimation 68915.2.3 Opticalflowcomputationapproaches 69015.2.4 Opticalflowinmotionanalysis 69315.3 Analysisbasedoncorrespondenceofinterestpoints 69615.3.1 Detectionofinterestpoints 69615.3.2 Correspondenceofinterestpoints 69715.3.3 Objecttracking 70015.4 Kalmanfilters 70815.4.1 Example 70915.5 Summary 71015.6 Exercises 71215.7 References 71416 Casestudies 72216.1 Anopticalmusicrecognitionsystem 72216.2 Automatedimageanalysisincardiology 72716.2.1 Robustanalysisofcoronaryangiograms 73016.2.2 Knowledge-basedanalysisofintra-vascularultrasound 73316.3 Automatedidentificationofairwaytrees 73816.4 Passivesurveillance 74416.5 References 750Index 755
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