電腦視覺(英文授課)
Computer Vision
學期
106-2
學分
3
學分
當期課號
5272
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) EC022 2 節連堂 | |
4 11:10–12:00 | ||
7 15:30–16:20 | 電腦視覺(英文授課) EC022 |
* 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
評分方式
Homework 40% * Term project 60%
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, 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