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College of Software Engineering Undergraduate Course Syllabus CCoouurrssee IIDD 311040020 CCoouurrssee NNaammee CCoouurrssee IIDD CCoouurrssee NNaammee Digital Image Processing CCoouurrssee CCoouurrssee 删删除除的的内内容容: √√□ □Compulsory █Selective CCoouurrssee LLaanngguuaaggee □English █Chinese 删删除除的的内内容容 √√ CCoouurrssee LLaanngguuaaggee AAttttrriibbuuttee AAttttrriibbuuttee 删删除除的的内内容容: √√ 删删除除的的内内容容 √√ 删删除除的的内内容容: □ CCrreeddiitt HHoouurr 22 PPeerriioodd 32 删删除除的的内内容容 CCrreeddiitt HHoouurr 22 PPeerriioodd SSeemmeesstteerr □First Fall □First Spring □Second Fall □Second Spring SSeemmeesstteerr 删删除除的的内内容容: √√□ □Third Fall █Third Spring □Fourth Fall □Fourth Spring 删删除除的的内内容容 √√ IInnssttrruuccttoorrss Li xiaohua He kun IInnssttrruuccttoorrss This course provide an introduction to the basic concepts and DDeessccrriippttiioonn DDeessccrriippttiioonn methodologies for digital image processing, and to develop a foundation that can be used as the basis for further study and research in this field. C Language Programming 删删除除的的内内容容: Language 删删除除的的内内容容 PPrreerreeqquuiissiitteess PPrreerreeqquuiissiitteess Discrete Mathematics Probability Statistics TTeexxttbbooookk TTeexxttbbooookk Digital Image Processing. R. C. Gonzalez and R. E. Woods. 电子工业出版社,2007.9,2nd edition R. C. Gonzalez, R. E. Woods, S. L. Eddins. Digital Image Processing using Matlab. Pearson-Prentice-Hall, 2004. K. R. Castleman. Digital Image Processing. Prentice-Hall, Englewood Cliffs, NJ, 1996. Computerized Medical Imaging and Graphics RReessoouurrccee CVGIP: Computer Vision and Image Understanding RReessoouurrccee CVGIP: Graphical Models and Image Processing Digital Signal Processing: A Review Journal IEE Proceedings Part I: Communications Speech and Vision IEEE Trans. Image Processing IEEE Trans. Pattern Analysis and Machine Intelligence IEEE Trans. Systems, Man, and Cybernetics assignments, class participation (40%), final exam (60%) GGrraaddiinngg GGrraaddiinngg 1 Introduction 2h 1.1 What is Digital Image Processing? 1.2 The Origins of Digital Image Processing 1.3 Examples of Fields that Use Digital Image Processing 1.4 Fundamental Steps in Digital Image Processing 1.5 Components of an Image Processing System 2 Digital Image Fundamentals 4h 2.1 Elments of Visual Perception 2.2 Light and the Electromagnetic Spectrum 2.3 Image Sensing and Acqusition 2.4 Image Sampling and Quantization 2.5 Some Basic Relationships Between Pixels 2.6 Linear and Nonlinear Operations 3 Image Enhancement in the Spatial Domain 8h 3.1 Background 3.2 Some Basic Gray Level Transformations 3.3 Histogram Processing 3.4 Enhancement Using Arithmetic/Logic Operations 3.5 Basic of Spatial Filters TTooppiiccss TTooppiiccss 3.6 Smoothing Spatial Filters 3.7 Sharpening Spatial Filters 3.8 Combining Spatial Enhancement Methods 4 Image Enhancement in the Frequency Domain 5h 4.1 Background 4.2 Introduction to the Fourier Transform and the Frequency 4.3 Smoothing Frequency-Domain Filters 4.4 Sharpening Frequency-Domain Filters 5 Image Restoration 4h 5.1 A model of the image Degradation/Restoration Process 5.2 noise models 5.3 Restoration in the Presence of Noise only - spatial Filtering 5.4 Periodic Noise Reduction by Frequnecy Domain Filtering 5.5 Minmum mean Squre Error(Wiener Filtering 5.6 Geometric Mean Filter 5.7 Geometric Transformations 6 Color Image Processing 3h 6.1 Color Fundamentals 2 6.2 Color Models 6.3 Pseudocolor Image Processing 6.4 Basics of Full-Color Image Processing 6.5 Smoothing and Sharpening 8 Image Compression 6h 8.1 Fundamentals 8.2 Image Compression Models 8.3 Elements of Information Theory 8.4 Error-Free Compression 8.5 Lossy Compression 8.6 mage Compressing Standards This course will require to use VC++ 6.0 software for programming TToooollss && TToooollss && EEnnvviirroonnmmeenntt EEnnvviirroonnmmeenntt 带带格格式式的的:: 字体: (中文) ? 带带格格式式的的:: 宋体 PPrroojjeeccttss PPrroojjeeccttss 3
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