NCHU Course Outline
Course Name (中) 數位影像處理導論(4198)
(Eng.) Introduction to Image Processing
Offering Dept Department of Electrical Engineering
Course Type Elective Credits 3 Teacher LIU TSUNG JUNG
Department Bachelor Program in Electrical Engineering and Computer Science / Undergraduate Language Chinese 英文/EMI Semester 2025-SPRING
Course Description This course is concerned with understanding the fundamentals of digital image perception, representation, and processing.
Prerequisites
self-directed learning in the course N
Relevance of Course Objectives and Core Learning Outcomes(%) Teaching and Assessment Methods for Course Objectives
Course Objectives Competency Indicators Ratio(%) Teaching Methods Assessment Methods
The goal of the course is to help students learn basic concepts and theory on Image Processing and to have enough skills to apply them on the real world.
Discussion
Lecturing
topic Discussion / Production
Exercises
Written Presentation
Attendance
Assignment
Quiz
Internship
Oral Presentation
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 Introduction (Chap 1)
Week 2 Digital Image Fundamentals (Chap 2)
Week 3 Digital Image Fundamentals (Chap 2)
Week 4 Basic MATLAB Programming to Digital Image Processing
Week 5 Intensity Transformations and Spatial Filtering (Chap 3)/ HW #1
Week 6 Intensity Transformations and Spatial Filtering (Chap 3)
Week 7 Holiday (Children’s Day)
Week 8 Filtering in the Frequency Domain (Chap 4)/ HW #2
Week 9 Filtering in the Frequency Domain (Chap 4)
Week 10 Image Restoration and Reconstruction (Chap 5)/ HW #3
Week 11 Image Restoration and Reconstruction (Chap 5)
Week 12 Color Image Processing (Chap 6)/ HW #4
Week 13 Color Image Processing (Chap 6)
Week 14 HW #5
Week 15 Final Exam
Week 16 Term Project
Week 17
Week 18 Term Project
Evaluation
Homework: 50%
Final: 30%
Term Project: 20%
(Extra Credit) Attendance: 5%
Textbook & other References
Textbook
Gonzalez and Woods, “Digital Image Processing”, 3rd edition, Prentice Hall, 2008. (歐亞書局代理).
Gonzalez and Woods, “Digital Image Processing”, 4th edition, Pearson, 2018. (開發圖書代理).
Reference book
Gonzalez and Woods, “Digital Image Processing Using MATLAB”, 2nd edition, Prentice Hall, 2010. (新月圖書代理)
Teaching Aids & Teacher's Website
iLearning 3.0
Office Hours
Thursday 5:00pm – 6:00pm or by appointment
Sustainable Development Goals, SDGs(Link URL)
08.Decent Work and Economic Growth   09.Industry, Innovation and Infrastructureinclude experience courses:N
Please respect the intellectual property rights and use the materials legally.Please respect gender equality.
Update Date, year/month/day:None Printed Date, year/month/day:2025 / 5 / 10
The second-hand book website:http://www.myub.com.tw/