基本素養 Basic Literacy
■ 畢業生應具備科技人文素養、資訊工程倫理與終身學習的態度
graduates should equip with the attitude of technological/cultural literacy, information engineering ethics, and life-long learning
□ 畢業生應具備專業外語能力及良好國際觀
graduates should equip with both the professional foreign language proficiency and excellent global view
核心能力 Competence
■ 畢業生應具備資訊專業理論知識
graduates should equip with professional theoretical knowledge in informatics
■ 畢業生應具備資訊專業理論推導、分析、歸納之能力
graduates should equip with the capability of professional theory derivation, analysis, and induction in informatics
■ 畢業生應具備資訊領域獨立發掘問題、策劃實驗、解決問題之能力
graduates should equip with the informatics ability to identify problems independently, to implement experiments, and to solve problems
■ 畢業生應具備資訊領域設計、驗證及實作整合之能力
graduates should equip with the informatics ability in designing, verification, and integrating engineering practices
■ 畢業生應具備資訊領域創新思考之能力
graduates should equip with the informatics capability in innovative planning
□ 畢業生應具備專業簡報及論文撰寫之能力
graduates should equip with the ability in professional presentation and thesis writing
■ 畢業生應具備良好溝通協調與團隊合作之能力
graduates should equip with fair ability in communication, coordination, and team-work collaboration
課程概述 Course Description
空白Digital image processing has become one of the most popular courses in computer science and electrical engineering. The techniques of digital image processing have been rapidly developed and widely adopted in tremendous applications. This course gives a series of introductory lectures on the basic theories and implementations of digital image processing techniques. The major topics cover Digital Image Fundamentals, Image Enhancement, Image Restoration, Color image processing, Segmentation, Wavelets processing, and Morphological image processing. The course work includes programming assignments and one examination. It is a fundamental course for digital image processing.
課程學習目標 Course Objectives
課程進度 Progress Description
| 進度說明 Progress Description | |
|---|---|
| 1 | Introduction to ImageProcessing (Ch1) |
| 2 | Digital Image Fundamentals(Ch2.1~Ch2.3) |
| 3 | Digital Image Fundamentals(Ch2.4~Ch2.6) |
| 4 | Image Enhancement in the Spatial Domain (Ch3.1~Ch3.3 ) |
| 5 | Image Enhancement in the Spatial Domain (Ch3.4~Ch3.6 ) |
| 6 | Image Enhancement in the Spatial Domain (Ch3.7~Ch3.8 ) |
| 7 | Image Enhancement in the Frequency Domain (Ch4.1~Ch4.3 ) |
| 8 | Image Enhancement in the Frequency Domain (Ch4.4~Ch4.6 ) |
| 9 | Midterm Examination |
| 10 | Image Restoration(Ch5.1~Ch5.3) |
| 11 | Image Restoration(Ch5.4~Ch5.6) |
| 12 | Image Restoration(Ch5.7~Ch5.11) |
| 13 | Color Image Processing(Ch6.1~Ch6.3) |
| 14 | Color Image Processing(Ch6.4~Ch6.6) |
| 15 | Color Image Processing(Ch6.7~Ch6.9) |
| 16 | Image Segmentation(Ch10.1~Ch10.3) |
| 17 | Image Segmentation(Ch10.4~Ch10.6) |
| 18 | Final Project Demo |
以上每週進度教師可依上課情況做適度調整。The schedule may be subject to change.
有關課程其他調查 Other Surveys of Courses
1.本課程是否規劃業界教師參與教學或演講? 否Is there any industry specialist invited in this course? How many times? No
2.本課程是否規劃含校外實習(並非參訪)? 否
Are there any internships involved in the course? How many hours? No
3.本課程是否可歸認為學術倫理課程? 否
Is this course recognized as an academic ethics course? In the course how many hours are regarding academic ethics topics? No
4.本課程是否屬進入社區實踐課程?
Is this course recognized as a Community engagement and Service learning course? Which community will be engaged?