教學大綱表 (105學年度 第1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
電機工程研究所
課程代碼
Course No.
E5740A
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 Introduction of image processing Why image processing is needed
Applications and problems with image processing
The importance of image processing in modern time 講授
 
2 Representation of color images Basic color theories
Color spaces
How color information is perceived
How color signals is generated and represented
Color spaces
講授
 
3 Representation of color images Basic color theories
Color metric
How color information is measured and used for digital processing
Color metric
講授
 
4 Representation of digital images Image signals represented in spatial domain
Sampling theory for image processing
The form of image signals to be processed in the spatial domain 講授
 
5 Representation of digital images Image signals represented in frequency domains
Human visual systems (HVS)
Image display basics
The form of image signals to be processed in the frequency domain
The characteristics of human visual perception
講授
 
6 Image enhancement Image processing using digital filtering techniques
Homomorphic filtering
Phase contrast filtering
Image enhancement using digital filterings 講授
實作
平時考
 
7 Image enhancement Histrogram modification
Median filtering
Image enhancement using statistical information 講授
 
8 Image enhancement Image enhancement based on a number of other spatial-domain algotithms Image enhancement based on spatial-domain algotithms 講授
實作
 
9 Image transformation Why transforms are needed for 2D images
Unitary transform
Properties of unitary transforms
2-D Digital Fourier transform
Basic concepts and fundamentals for two-dimensional digital image transformation 講授
實作
期中考
 
10 Image transformation 2-D digital Fourier transform
2-D discrete cosine transform
2-D Haar transform
2-D Hadamart transform
Well-known 2-D transforms for image processing 講授
實作
 
11 Image transformation Karhunen-Loeve transform
Wavelet transform
Fractal transform
The optimum transform for 2D images
Famous transforms for image analysis and data compression
講授
實作
 
12 Image analysis Edge detection
Corner detection
Basic techniques for image feature extraction 講授
 
13 Image analysis Hough transform Basic techniques for image feature extraction 講授
實作
 
14 Image watermarking Basic concept of digital image watermarking
Spatial-domain methods for digital image watermarking
Frequency-domain methods for digital image watermarking
Basic techniques for digital image watermarking 講授
 
15 Image compression Basic concept of data compression
Basic theories of source coding
Basic techniques of image coding
Basic concept of data compression
Basic theories of source coding
Basic techniques of image coding
講授
實作
 
16 Image compression Quantization
Predictive coding
Variable length coding
Basic compression techniques in the spatial domain 講授
實作
 
17 Image compression Vector quantization
DPCM
Transform coding
Vector quantization
Coding techniques in the frequency domain
講授
實作
 
18 Image compression Compression techniques used in the JPEG coding standard A case study on the JPEG coding standard 講授
實作
期末考
 


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:https://curri.ttu.edu.tw/p/412-1033-1254.php