國立中興大學教學大綱
課程名稱 (中) 電腦圖學導論(1309)
(Eng.) Introduction to Computer Graphics
開課單位 智慧創意學程
課程類別 必修 學分 3 授課教師 李宏中
選課單位 智慧創意學程 / 學士班 授課使用語言 中文 英文/EMI 開課學期 1132
課程簡述 Introduce the relevant technical principles of computer graphics and computer vision and their applications in various fields, so that students can have the ability to solve image processing and identification problems.

Self-directed Learning I: 從Yolov4到Yolov7的發展過程 (https://reurl.cc/mrXNZM)
Self-directed Learning II: 80分鐘快速了解大型語言模型 (https://reurl.cc/G4DlXZ)
先修課程名稱
課程含自主學習 Y
課程與核心能力關聯配比(%) 課程目標之教學方法與評量方法
課程目標 核心能力 配比(%) 教學方法 評量方法
The course introduces fundamental principles related to computer graphics, computer vision, other image-related technologies, and their applications in various fields. Through this course, students will acquire the capability to solve image processing and recognition problems. This course will demonstrate these theories and techniques with Python and Matlab implementations.
習作
討論
講授
出席狀況
口頭報告
作業
實作
授課內容(單元名稱與內容、習作/每週授課、考試進度-共18週)
週次 授課內容
第1週 Introduction to image processing, computer graphics and computer vision
第2週 Overview of Python & Matlab, mathematical fundamentals
第3週 Digital image fundamentals (I)
第4週 Digital image fundamentals (II)
第5週 Image enhancement in spatial domain
第6週 Image enhancement in frequency domain
第7週 Image restoration
第8週 Mid-term Report
第9週 Feature detection (I)
第10週 Feature detection (II)
第11週 Image segmentation
第12週 Image recognition (I)
第13週 Image recognition (II)
第14週 Deep learning in computer vision (I)
第15週 Deep learning in computer vision (II)
第16週 Final-Project Presentation
第17週 Self-directed Learning I - Participate in relevant lectures, workshops, or seminars using materials designated by the instructors.
第18週 Self-directed Learning II - Participate in relevant lectures, workshops, or seminars using materials designated by the instructors.
學習評量方式
Mid-term Report (30%), Final Project Present (40%), Homework/Participation (30%)
教科書&參考書目(書名、作者、書局、代理商、說明)
Main Textbook: Handout
● Richard Szeliski (2022) Computer Vision: Algorithms and Applications (2/e), Springer, ISBN:3030343715.
● Rafael C. Gonzalez and Richard E. Woods (2017) Digital Image Processing (4/e), Pearson FT Press, ISBN:1292223049.
課程教材(教師個人網址請列在本校內之網址)
The course materials would be found at ilearn.
課程輔導時間
Thursday 9:00-10:00 am or please contact the teacher to arrange a meeting time.
聯合國全球永續發展目標(連結網址)
04.教育品質提供體驗課程:N
請尊重智慧財產權及性別平等意識,不得非法影印他人著作。
更新日期 西元年/月/日:無 列印日期 西元年/月/日:2025 / 3 / 14
MyTB教科書訂購平台:http://www.mytb.com.tw/