教學大綱表 (108學年度 第2學期)
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課程名稱
Course Title
(中文) 數位影像處理
(英文) Digital Image Processing
開課單位
Departments
課程代碼
Course No.
E5740
授課教師
Instructor
周俊賢
學分數
Credit
3.0 必/選修
core required/optional
選修 開課年級
Level
研究所
先修科目或先備能力(Course Pre-requisites):
課程概述與目標(Course Overview and Goals):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(Textbook) William K. Pratt, Digital Image Processing, 3rd Eidtion, John Wiley & Sons, Inc. 2001
歐亞書局
參考教材(Reference) Anil K. Jain, Fundamentals of Digital Image Processing, Prentice-Hall International, 1989
課程大綱 Syllabus 學生學習目標
Learning Objectives
單元學習活動
Learning Activities
學習成效評量
Evaluation
備註
Notes

No.
單元主題
Unit topic
內容綱要
Content summary
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
 
6 Image enhancement Homomorphic filtering
Phase contrast filtering
Histrogram modification
Median filtering
Homomorphic filtering
Phase contrast filtering
Histrogram modification
Median filtering
 
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
 
9 Image transformation KL transform
Fourier transform
DCT transform
Wavelet transform
Fractal transform
KL transform
Fourier transform
DCT transform
Wavelet transform
Fractal transform
 
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
 
12 Image analysis Morphological image processing
Edge detection
Corner detection
Hough transform
Morphological image processing
Edge detection
Corner detection
Hough transform
 
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
 
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
 


教學要點概述:
1.自編教材 Handout by Instructor:
□ 1-1.簡報 Slids
□ 1-2.影音教材 Videos
□ 1-3.教具 Teaching Aids
□ 1-4.教科書 Textbook
□ 1-5.其他 Other
□ 2.自編評量工具/量表 Educational Assessment
□ 3.教科書作者提供 Textbook

成績考核 Performance Evaluation: 期末考:30%   期中考:30%   其他評量:30%   平時考:10%  

教學資源(Teaching Resources):
□ 教材電子檔(Soft Copy of the Handout or the Textbook)
□ 課程網站(Website)
課程網站(Website):E5740
扣考規定:http://eboard.ttu.edu.tw/ttuwebpost/showcontent-news.php?id=504