內容提要
本書按照我國60學時的教學要求縮編而成。縮編後的內容充實,涵蓋了低層次圖像處理(圖像增強、圖像恢復)和高層次圖像處理(形態學、圖像分割、圖像表示與描述和圖像壓縮)的全部基礎內容,習題和教材內容結合緊密,便於學生鞏固所學知識。同時,縮編作者對原書部分難點進行了注釋,幫助讀者更好地理解所學內容。
編輯推薦
縮編後的容充實.涵蓋了低層次圖像處理(圖像增強、圖像恢復和高層次圖像處理(形態學、圖調割。圖像表示與描述和圖像壓縮)的全部基礎內容,和教材內容結合緊密,便於學生鞏固所學知識。
目錄
PREFACE
CHAPTER1Introduction
1.1 hnagesandPictures
1.2 WhatisImageProcessing?
1.3 ImageAcquisitionandSamplin~
1.4 ImagesandDigitalImages
1.5 SomeApplications
1.6 AspectsofImageProcessing
1.7 Anhnage-ProcessingTask
1.8 TypesofDigitalImages
1.9 ImageFileSizes
1.10 ImagePerception
Exercises
CHAPTER2ImagesandMATLAB
2.1 GrayscaleImages
2.2 RGBImages
2.3 IndexedColorImages
2.4 DataTypesandConversions
2.5 ImageFilesandFormats
2.6 FilesinMATLAB
Exercises
CHAPTER3ImageDisplay
3.1 Introduction
3.2 BasicsofImageDisplay
3.3 TheimshowFunction
3.4 BitPlanes
3.5 SpatialResolution
3.6 QuantizationmadDithering
Exercises
CHAPTER4PointProcessing
4.1 Introduction
4.2 ArithmeticOperations
4.3 Histograms
4.4 LookupTables
Exerciser
CHAPTER5NeighborhoodProcessing
5.1 Introduction
5.2 Notation
5.3 FilteringinMATLAB
5.4 Frequencies:Low-andHighPassFilters
5.5 GaussianFilters
5.6 EdgeSharpening
5.7 NonlinearFilters
Exercises
CHAPTER6ImageGeometry
6.1 InterpolationofData
6.2 hnageInterpolation
6.3 GeneralInterpolation
6.4 EnlargementbySpatialFiltering
6.5 ScalingSmaller
6.6 Rotation
Exercises
CHAPTER7TheFourierTransform
7.1 Introduction
7.2 TheTwo-DimensionalDFF
7.3 FourierTransformsinMATLAB
7.4 FourierTransformsofImages
7.5 FilteringintheFrequencyDomain
7.6 HomomorphicFiltering
Exercises
CHAPTER8ImageRestoration
8.1 Introduction
8.2 Noise
8.3 CleaningSaltandPepperNoise
8.4 CleaningGaussianNoise
8.5 RemovalofPeriodicNoise
8.6 InverseFiltering
8.7 WienerFiltering
Exercises
CHAPTER9ImageSegmentation
9.1 Introduction
9.2 Thresholding
9.3 ApplicationsofThresholding
9.4 ChoosinganAppropriateThresholdValue
9.5 AdaptiveThresholding
9.6 EdgeDetection
9.7 DerivativesandEdges
9.8 SecondDerivatives
9.9 TheCannyEdgeDetector
……
CHAPTER10MathematicalMorphology
CHAPTER11ImageTopology
CHAPTER12ShapesandBoundaries
CHAPTER13ColorProcassing
CHAPTER14ImageCodingandCompressdion
TERMIOLOGIESUSEDINTHEBOOK