電腦視覺
Computer Vision
| 節 | 週一 |
|---|---|
5 13:20–14:10 | 電腦視覺 EC022（光復） 2 節連堂 |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
The goal of this course is to introduce the essential concepts and techniques of computer vision, from camera models, feature extraction, to high-level applications. Recent advances in computer vision based on deep learning will also be described.
linear algebra, probability, you need to know how to program
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Homework 75% / Term project or Final exam 25%
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| 週次 | 主題 |
|---|---|
| 第 1 週 | I will do my best to cover all the following topics in a semester 1. Introduction to computer vision and cameras, camera geometry and calibration, feature detection and matching, stereo and structure from motion, shape from X, feature tracking and optical flow, recognition overview (including basic of machine learning), and deep learning in computer vision. 2026-02-23(一) |
| 第 2 週 | 2026-03-02(一) |
| 第 3 週 | 2026-03-09(一) |
| 第 4 週 | 2026-03-16(一) |
| 第 5 週 | 2026-03-23(一) |
| 第 6 週 | 2026-03-30(一) |
| 第 7 週 | 2026-04-06(一) |
| 第 8 週 | 2026-04-13(一) |
| 第 9 週 | 2026-04-20(一) |
| 第 10 週 | 2026-04-27(一) |
| 第 11 週 | 2026-05-04(一) |
| 第 12 週 | 2026-05-11(一) |
| 第 13 週 | 2026-05-18(一) |
| 第 14 週 | 2026-05-25(一) |
| 第 15 週 | 2026-06-01(一) |
| 第 16 週 | 2026-06-08(一) |
Text book: * David A. Forsyth and Jean Ponce, Computer Vison: A Modern Approach, Prentice Hall, New Jersey, (2003 or 2012 version) Reference book: * Richard Szeliski, Computer Vision: Algorithms and Applications, Springer Verlag London, 2011.
- 地點
- EC526
- 時間
- tba
- 聯絡方式
- please email me: walon@cs.nctu.edu.tw