高等電腦視覺

臺北科技大學 115-1 學期課程，課號 363360。

• 學期：115-1
• 授課教師：黃正民
• 學分：3
• 選修
• 上課時段：週五 2、3、4 節

課程大綱

電腦視覺簡介及其應用 影像形成 偵測與配對 影像分割 以特徵為基礎的定位 運動推論結構 運動估計 影像縫合 計算攝影學 立體對應 三維重建 影像辨識

課程進度

Week 1. Introduction Week 2. Image Formation Week 3. Thresholding and Segmentation Week 4. Region Analysis Week 5. Statistical Pattern Recognition Week 6. Mathematical Morphological Processing Week 7. Conditioning and Labeling Week 8. Facet Model and Texture Analysis Week 9. Midterm Exam Week 10. Object Models Week 11. Detection and Matching Week 12. Segmentation Week 13. Feature-Based Alignment Week 14. Structure from Motion, Motion Estimation Week 15. Image Stitching, Stereo Correspondence, 3D Reconstruction Week 16. Recognition Week 17. Presentation of Final Project Week 18. Presentation of Final Project

評量方式

Homework (with C programming) 70% Midterm Exam (closed book) 10% Final Project 20%

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 Richard Szeliski, Computer Vision: Algorithms and Applications, 2010. -Reference D. A. Forsyth and John Ponce, Computer Vision: A Modern Approach, Pearson Education, 2003. Richard Hartley and Andrew Zisserman, Multiple View Geometry in Computer Vision, 2nd ed, Cambridge University Press, March 2004.