|
課程名稱 |
數位影像處理
Digital Image Processing |
|
開課學期 |
100-1 |
|
授課對象 |
電機資訊學院 資訊網路與多媒體研究所 |
|
授課教師 |
李明穗 |
|
課號 |
CSIE5612 |
|
課程識別碼 |
922 U3010 |
|
班次 |
|
|
學分 |
3 |
|
全/半年 |
半年 |
|
必/選修 |
選修 |
|
上課時間 |
星期二6,7,8(13:20~16:20) |
|
上課地點 |
資102 |
|
備註 |
限學士班三年級以上
總人數上限：80人 |
|
Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1001dip |
|
課程簡介影片 |
|
|
核心能力關聯 |
核心能力與課程規劃關聯圖 |
|
課程大綱
|
|
為確保您我的權利,請尊重智慧財產權及不得非法影印
|
|
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.
I. Introduction
II. Digital Image Fundamentals
III. Image Enhancement
IV. Edge Detection
V. Geometrical Modification
VI. Morphological Processing
VII. Texture Analysis
VIII. Document Processing
IX. Image Restoration
X. Color Image Processing
XI. Image Compression |
|
課程目標 |
The goal of this course is to let students learn theoretical foundations and modern applications in digital image processing. |
|
課程要求 |
|
|
預期每週課後學習時數 |
|
|
Office Hours |
每週一 17:00~19:00
每週三 10:00~12:00
每週四 10:00~12:00 |
|
指定閱讀 |
|
|
參考書目 |
William K. Pratt, Digital Image Processing, 3rd Edition, John Wiley & Sons Inc., 2001. |
|
評量方式
(僅供參考) |
|
No. |
項目 |
百分比 |
說明 |
|
1. |
Homework |
40% |
|
2. |
Midterm Exam |
30% |
|
3. |
Term Project |
30% |
|
|
|
週次 |
日期 |
單元主題 |
|
第1週 |
9/13 |
Introduction |
|
第2週 |
9/20 |
Image Enhancement and Noise Cleaning |
|
第3週 |
9/27 |
Edge Detection and Geometrical Modification |
|
第4週 |
10/04 |
Morphological Image Processing |
|
第5週 |
10/11 |
Digital Halftoning |
|
第6週 |
10/18 |
Texture analysis |
|
第7週 |
10/25 |
Shape Analysis & Document Processing |
|
第8週 |
11/01 |
Image Sampling
& Transforms |
|
第11週 |
11/22 |
Image Enhancement in Frequency Domain |
|
第12週 |
11/29 |
Image Restoration and Color Image Processing |
|
第13週 |
12/06 |
Color Image Processing and Image Compression |
|
第14週 |
12/13 |
Image/Video Compression |
|