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Progra妹妹ingComputerVisionwithPython.pdf
TableofContentsPreface.......................................................vii1.BasicImageHandlingandProcessing...............................11.1PIL—ThePythonImagingLibrary11.2Matplotlib31.3NumPy71.4SciPy161.5AdvancedExample:ImageDe-Noising23Exercises26ConventionsfortheCodeExamples272.LocalImageDescriptors........................................292.1HarrisCornerDetector292.2SIFT—Scale-InvariantFeatureTransform362.3MatchingGeotaggedImages44Exercises513.ImagetoImageMappings......................................533.1Homographies533.2WarpingImages573.3CreatingPanoramas70Exercises774.CameraModelsandAugmentedReality.............................794.1ThePin-HoleCameraModel794.2CameraCalibration844.3PoseEstimationfromPlanesandMarkers864.4AugmentedReality89Exercises98iii5.MultipleViewGeometry.......................................995.1EpipolarGeometry995.2ComputingwithCamerasand3DStructure1075.3MultipleViewReconstruction1135.4StereoImages120Exercises1256.ClusteringImages...........................................1276.1K-MeansClustering1276.2HierarchicalClustering1336.3SpectralClustering140Exercises1457.SearchingImages...........................................1477.1Content-BasedImageRetrieval1477.2VisualWords1487.3IndexingImages1517.4SearchingtheDatabaseforImages1557.5RankingResultsUsingGeometry1607.6BuildingDemosandWebApplications162Exercises1658.ClassifyingImageContent.....................................1678.1K-NearestNei
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