南台科技大學 94 學年度第 2 學期課程資訊
課程名稱
數位影像處理（全程英文教學）
課程編碼
38M00601
系所代碼
3
開課班級
產研嵌系秋一甲
開課教師
曾建勳
學分
3.0
時數
上課節次地點
3
五 6 7 8 教室 S607
必選修
必修
課程概述
課程目標
1. To understand basic concepts and methodologies of digital image processing.
2. To develop a foundation that can be used as the basis for further study and
research in this field
3. To obtain motivation in applications of digital image processing.
課程大綱
1. Introduction
2. Digital image fundamentals
2.1. image sensing and acquisition
2.2. image sampling and quantization
2.3. some basic relationships between pixels
3. Image enhancement in the spatial domain
3.1. some basic gray level transformations
3.2. histogram processing
3.3. enhancement using arithmetic/logic operation
3.4. basics of spatial filtering
3.5. smoothing spatial filters
3.6. sharpening spatial filters
3.7. combining spatial enhancement methods
4. Image enhancement in the frequency domain
4.1. introduction to the fourier transform and frequency domain
4.2. smoothing frequency-domain filters
4.3. sharpening frequency domain filters
4.4. homomorphic filtering
5. Image restoration
5.1. model of the image degradation/restorration process
5.2. noise models
5.3. restoration in the presence of noise only-spatial filtering
5.4. periodic noise reduction by frequency domain filtering
1
5.5. estimation the degradation function
5.6. linear, position-invariant degradations
5.7. inverse filtering
5.8. minimum mean square error(wiener)filtering
5.9. constrained least squares filtering
5.10. geometric mean filter and geometric transformations
英文大綱
教學方式
評量方法
!. Assignments
2. Mid-session exam
3. final session exam
指定用書
Digital Image Processing
參考書籍
1. Alasdair McAndrew, Introduction to digital image processing with MATLAB,
Thomos Course Technology
2. 鐘國亮, 影像處理與電腦視覺 2nd/e, 東華書局
先修科目
1. Who is interested in D.I.P.
2. Who have introductory preparation in
a. mathematical analysis
b. vectors and matrices
c. MATLAB computer programming
教學資源
注意事項
全程外語授課
授課語言 1
授課語言 2
輔導考照 1
輔導考照 2
2