查詢教學大綱與進度

教學大綱與進度

課程基本資料：

學年期課號課程名稱階段學分時數修教師班級人撤備註

114-1 351864 數位影像處理 1 3.0 3 ★ 白敦文資工四 16 0 資工四、資工所合開

學年期	課號	課程名稱	階段	學分	時數	修	教師	班級	人	撤	備註
114-1	351864	數位影像處理	1	3.0	3	★	白敦文	資工四	16	0	資工四、資工所合開

教學大綱與進度：

教師姓名白敦文　教師諮商時間(Office Hours)

Email twp@ntut.edu.tw

最後更新時間 2025-09-08 13:04:53

課程大綱 This course will be lectured in Chinese/English. Teaching contents include the following topics: 1.Digital image fundamentals and AI applications 2.Image transforms. 3.Image enhancement 4. Image restoration 5. Color image processing. 6. Image compression. 7. Image segmentation and feature detection 8. Representation and description 9. Recognition and interpretation 10. Applications: ALV navigation and medical image.

課程進度 1. Introduce to Image Processing AI applications Computer Imaging Systems Human Visual Perception Image Representation 2. Introduction to Image Analysis Preprocessing Techniques Edge/Line Detection Image Segmentation Discrete Transform Feature Extraction 3. Image Enhancement in Spatial Domain Grayscale Modification Image Sharpening Filters Image Smoothing Filters 4. Image Enhancement in Frequency Domain Fourier Transform Image Sharpening Filters Image Smoothing Filters Homomorphic Filtering 5. Introduction to Image Restoration Spatial Filters for Noise Removal Frequency Filters for Noise Removal 6. Color Image Processing Color Models Pseudo-color Image Processing Color Transformation 7. Compression Algorithms Image Compression Models Different Compression Algorithms

評量方式與標準 Quiz:15%, Homework:15%, Midterm 35%, Final 35%

使用教材、參考書目或其他 【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】

使用外文原文書：是
Textbook： Digital Image Processing Authors：Rafael C. Gonzalez & Richard E. Woods (開發圖書公司) 4th Edition References： Digital Image Processing Using MATLAB by Rafael C. Gonzalez, Richard E. Woods, and Steven L. Eddins, 2nd Edition

課程諮詢管道研究室分機(Extension): 4222
位置(Office): 宏裕科技大樓1524 (Hung-Yu Research Tech. Building)
Office hours: Wed. 1600-18:00

Any linking problem related to MS teams, please contact TA individually.

延伸教學與資源

課程對應SDGs指標 SDG4：優質教育（Quality Education）
SDG9：產業創新與基礎設施（Industry, Innovation and Infrastructure）
SDG11：永續城市與社區（Sustainable Cities and Communities）

課程是否導入AI ● 使用生成式AI作為教學過程的輔助工具（Use generative AI tools as an aid to the teaching process）
● 使用生成式AI進行課堂即時互動（Use generative AI for real-time classroom interaction）
● 簡單介紹AI的基本概念（Briefly introduce the basic concept of AI）

備註
All lecture slides will be provided in advance through iSchool system.
Lectures will be provided through MS teams.

教師姓名	白敦文　教師諮商時間(Office Hours)
Email	twp@ntut.edu.tw
最後更新時間	2025-09-08 13:04:53
課程大綱	This course will be lectured in Chinese/English. Teaching contents include the following topics: 1.Digital image fundamentals and AI applications 2.Image transforms. 3.Image enhancement 4. Image restoration 5. Color image processing. 6. Image compression. 7. Image segmentation and feature detection 8. Representation and description 9. Recognition and interpretation 10. Applications: ALV navigation and medical image.
課程進度	1. Introduce to Image Processing AI applications Computer Imaging Systems Human Visual Perception Image Representation 2. Introduction to Image Analysis Preprocessing Techniques Edge/Line Detection Image Segmentation Discrete Transform Feature Extraction 3. Image Enhancement in Spatial Domain Grayscale Modification Image Sharpening Filters Image Smoothing Filters 4. Image Enhancement in Frequency Domain Fourier Transform Image Sharpening Filters Image Smoothing Filters Homomorphic Filtering 5. Introduction to Image Restoration Spatial Filters for Noise Removal Frequency Filters for Noise Removal 6. Color Image Processing Color Models Pseudo-color Image Processing Color Transformation 7. Compression Algorithms Image Compression Models Different Compression Algorithms
評量方式與標準	Quiz:15%, Homework:15%, Midterm 35%, Final 35%
使用教材、參考書目或其他	【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】使用外文原文書：是 Textbook： Digital Image Processing Authors：Rafael C. Gonzalez & Richard E. Woods (開發圖書公司) 4th Edition References： Digital Image Processing Using MATLAB by Rafael C. Gonzalez, Richard E. Woods, and Steven L. Eddins, 2nd Edition
課程諮詢管道	研究室分機(Extension): 4222 位置(Office): 宏裕科技大樓1524 (Hung-Yu Research Tech. Building) Office hours: Wed. 1600-18:00 Any linking problem related to MS teams, please contact TA individually.
延伸教學與資源
課程對應SDGs指標	SDG4：優質教育（Quality Education） SDG9：產業創新與基礎設施（Industry, Innovation and Infrastructure） SDG11：永續城市與社區（Sustainable Cities and Communities）
課程是否導入AI	● 使用生成式AI作為教學過程的輔助工具（Use generative AI tools as an aid to the teaching process） ● 使用生成式AI進行課堂即時互動（Use generative AI for real-time classroom interaction） ● 簡單介紹AI的基本概念（Briefly introduce the basic concept of AI）
備註	All lecture slides will be provided in advance through iSchool system. Lectures will be provided through MS teams.