電腦視覺(英文授課)
Computer Vision
學期
108-2
學分
0
學分
當期課號
5275
永久課號
ILE5062
開課單位
多媒體工程研究所
授課教師
邱維辰
校區
光復
類別
選修
上課時間表
| 節 | 週二 | 週四 |
|---|---|---|
3 10:10–11:00 | 電腦視覺(英文授課) EC015（光復） 2 節連堂 | |
4 11:10–12:00 | ||
7 15:30–16:20 | 電腦視覺(英文授課) EC015（光復） |
* 根據陽明交大上課時間表所列
概述
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.
先修科目
linear algebra, probability, you need to know how to program
備註
無備註
教學方式
教師未提供此項資料
評分方式
Homework 75% / Term project or Final exam 25%
課程大綱
教師未提供此項資料
週次計畫
| 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 & optics 2. Light and color & image filtering 3. Image pyramids and applications 4. Feature detection and matching 5. Model fitting and panorama stitching 6. Stereo and structure from motion 7. Shape from X 8. Feature tracking and optical flow 9. Recognition overview (including basic of machine learning), bag of features 10. Detection and segmentation 11. Deep learning in computer vision |
教科書
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.
Office Hours
- 地點
- EC526
- 時間
- tba
- 聯絡方式
- please email me: walon@cs.nctu.edu.tw