教學大綱表
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課程名稱 (中文) 數位影像處理
(英文) Digital Image Processing
開課單位
課程代碼 E5740
授課教師 周俊賢
學分數 3.0 必/選修 選修 開課年級 研究所
先修科目或先備能力:
課程概述與目標:課程內容包含數位影像的主要課題: 彩色影像訊號的生成與基本特性, 影像的表現方式與數學模型, 線性處理技巧, 影像分析, 影像強化與修正, 影像壓縮等. 使修課學生得以瞭解影像訊號處理的基本概念, 掌握影像處理的基本原則, 而具備研讀相關論文與從事相關研究的能力.
教科書 William K. Pratt, Digital Image Processing, 3rd Eidtion, John Wiley & Sons, Inc. 2001
歐亞書局
參考教材 Anil K. Jain, Fundamentals of Digital Image Processing, Prentice-Hall International, 1989
課程大綱 學生學習目標 單元學習活動 學習成效評量 備註
單元主題 內容綱要
1 Representation of color images Basic color theories
Color spaces
Color metric
Basic color theories
Color spaces
Color metric
 
2 Representation of color images Basic color theories
Color spaces
Color metric
Basic color theories
Color spaces
Color metric
 
3 Representation of color images Basic color theories
Color spaces
Color metric
Basic color theories
Color spaces
Color metric
 
4 Properties of digital images Spatial domain
Frequency domain
Spatial domain
Frequency domain
 
5 Properties of digital images Spatial domain
Frequency domain
Spatial domain
Frequency domain
  • 作業
  •  
    6 Image enhancement Homomorphic filtering
    Phase contrast filtering
    Histrogram modification
    Median filtering
    Homomorphic filtering
    Phase contrast filtering
    Histrogram modification
    Median filtering
  • 作業
  •  
    7 Image enhancement Homomorphic filtering
    Phase contrast filtering
    Histrogram modification
    Median filtering
    Homomorphic filtering
    Phase contrast filtering
    Histrogram modification
    Median filtering
     
    8 Image enhancement Homomorphic filtering
    Phase contrast filtering
    Histrogram modification
    Median filtering
    Homomorphic filtering
    Phase contrast filtering
    Histrogram modification
    Median filtering
  • 期中考
  •  
    9 Image transformation KL transform
    Fourier transform
    DCT transform
    Wavelet transform
    Fractal transform
    KL transform
    Fourier transform
    DCT transform
    Wavelet transform
    Fractal transform
  • 作業
  •  
    10 Image transformation KL transform
    Fourier transform
    DCT transform
    Wavelet transform
    Fractal transform
    KL transform
    Fourier transform
    DCT transform
    Wavelet transform
    Fractal transform
     
    11 Image transformation KL transform
    Fourier transform
    DCT transform
    Wavelet transform
    Fractal transform
    KL transform
    Fourier transform
    DCT transform
    Wavelet transform
    Fractal transform
  • 作業
  •  
    12 Image analysis Morphological image processing
    Edge detection
    Corner detection
    Hough transform
    Morphological image processing
    Edge detection
    Corner detection
    Hough transform
  • 作業
  •  
    13 Image analysis Morphological image processing
    Edge detection
    Corner detection
    Hough transform
    Morphological image processing
    Edge detection
    Corner detection
    Hough transform
     
    14 Image analysis Morphological image processing
    Edge detection
    Corner detection
    Hough transform
    Morphological image processing
    Edge detection
    Corner detection
    Hough transform
     
    15 Image compression Quantization
    DPCM
    Variable length coding
    Transform coding
    Quantization
    DPCM
    Variable length coding
    Transform coding
  • 作業
  •  
    16 Image compression Quantization
    DPCM
    Variable length coding
    Transform coding
    Quantization
    DPCM
    Variable length coding
    Transform coding
     
    17 Image compression Quantization
    DPCM
    Variable length coding
    Transform coding
    Quantization
    DPCM
    Variable length coding
    Transform coding
     
    18 Image compression Quantization
    DPCM
    Variable length coding
    Transform coding
    Quantization
    DPCM
    Variable length coding
    Transform coding
  • 期末考
  •  

    教學要點概述:
    教材編選: ■ 自編教材 □ 教科書作者提供
    評量方法: 期末考:30%   期中考:30%   其他評量:30%   平時考:10%  
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    課程網站:E5740
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