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課程名稱 |
數位影像處理
Digital Image Processing |
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開課學期 |
107-2 |
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授課對象 |
電機資訊學院 資訊網路與多媒體研究所 |
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授課教師 |
李明穗 |
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課號 |
CSIE5612 |
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課程識別碼 |
922 U3010 |
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班次 |
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學分 |
3.0 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期三7,8,9(14:20~17:20) |
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上課地點 |
資101 |
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備註 |
限學士班三年級以上
總人數上限：60人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1072_DIP |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
This course covers theoretical foundations and modern applications in digital image processing. Linear algebra, probability and calculus are the prerequisite of this course. It is expected that students have good programming skills in C/C++ which are required for programming assignments. The outline of this course is given as follows.
1. Introduction
2. Digital Image Fundamentals
3. Image Enhancement
4. Edge Detection
5. Geometrical Modification
6. Morphological Processing
7. Texture Analysis
8. Document Processing
9. Image Restoration
10. Color Image Processing
11. Image Compression |
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課程目標 |
The goal of this course is to let students learn theoretical foundations and modern applications in digital image processing. |
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課程要求 |
待補 |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
待補 |
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參考書目 |
1. D. E. Dudgeon and R. M. Mersereau: Multidimensional Digital Signal Processing, Prentice Hall, 1984.
2. Anil K. Jain: Fundamentals of Digital Image Processing, Prentice Hall, 1989.
3. J. S. Lim: Two-Dimensional Signal and Image Processing, Prentice Hall, 1990.
4. Rafael C. Gonzalez and Richard E. Woods: Digital Image Processing, Addison-Wesley, 1992
5. Ronald N. Bracewell: Two-Dimensional Imaging, Prentice Hall, 1995.
6. Kenneth R. Castleman: Digital Image Processing, Prentice Hall, 1996. |
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評量方式
(僅供參考) |
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No. |
項目 |
百分比 |
說明 |
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1. |
Homework |
40% |
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2. |
Midterm |
30% |
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3. |
Term Project |
30% |
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週次 |
日期 |
單元主題 |
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第1週 |
2/20 |
Introduction |
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第2週 |
2/27 |
Histogram Equalization
Noise Removal |
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第3週 |
3/06 |
1st/2nd Order Edge Detection |
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第4週 |
3/13 |
Morphological Processing |
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第5週 |
3/20 |
Texture Analysis |
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第6週 |
3/27 |
Digital Halftoning |
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第7週 |
4/03 |
溫書假 |
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第8週 |
4/10 |
Shape Analysis & Document Processing
Image Sampling and Transforms |
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第9週 |
4/17 |
Midterm |
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第10週 |
4/24 |
Image Enhancement in Frequency Domain |
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第11週 |
5/01 |
Proposal |
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第12週 |
5/08 |
Image Enhancement in Frequency Domain |
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第13週 |
5/15 |
Image Restoration |
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第14週 |
5/22 |
Color Image Processing |
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第15週 |
5/29 |
Image Compression |
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第16週 |
6/05 |
Demo |
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第17週 |
6/12 |
Demo |
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