數位影像處理

臺北科技大學 115-1 學期課程，課號 364646。

課程大綱

本課程在使學生瞭解數位影像之觀念及相關技術，並學習實際用高階語言實現數位影像處理之技術。內容包含：(1)介紹，(2)數位影像基礎，(3)強度轉換與空間域濾波，(4)頻域濾波，(5)形態學影像處理，(6)影像分割，(7)影像表示與描述，(8)彩色影像處理，(9)業界講師應用例演講。 This course is a graduate-level introductory course to digital image processing. The goal of this course is to let students to understand the concepts and techniques used in the field of digital image processing. In addition, students will be using the high level language (C, C++) to complete the programming of the corresponding techniques. The contents: (1) Introduction, (2) Digital Image Fundamentals, (3) Intensity Transformations and Spatial Filtering, (4) Filtering in the Frequency Domain, (5) Morphological Image Processing, (6) Image Segmentation, (7) Representation and Description, (8) Color Image Processing, (9) Specific topic by industrial teacher.

課程進度

Week 01 : Administrative/ Course introduction Week 02 : Chap 1. Introduction Week 03 : Chap 2. Digital Image Fundamentals Week 04 : Chap 2. Digital Image Fundamentals Chap 3. Intensity Transformations and Spatial Filtering Week 05 : Chap 3. Intensity Transformations and Spatial Filtering Week 06 : Chap 4. Filtering in the Frequency Domain Week 07 : Chap 4. Filtering in the Frequency Domain Week 08 : Midterm Week 09 : Chap 9. Morphological Image Processing Week 10 : Chap 9. Morphological Image Processing Week 11 : Chap 10. Image Segmentation Week 12 : Chap 10. Image Segmentation Week 13 : Chap 11. Representation and Description Week 14 : Chap 6. Color Image Processing/ Term project discussion Week 15 : Term project presentation(1/2) Week 16 : Term project presentation(2/2) Week 17 : Upload the final project Week 18 : Specific topic by industrial teacher

評量方式

Homework assignment (4): 50% Midterm: 20% Term project and competition: 30%

教材

【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 R. C. Gonzalez and R. E. Woods, “Digital Image Processing,” 3th edition, Prentice Hall, 2010. Reference book 1.R. C. Gonzalez, R. E. Woods and S. L. Eddins, “Digital Image Processing Using MATLAB,” McGraw-Hill, 2011. 2.S. E. Umbaugh, Digital Image Processing and Analysis, 2nd edition, CPC Press, 2011.