圖形識別
Pattern Recognition
學期
107-2
學分
0
學分
當期課號
5255
永久課號
ILE5028
開課單位
多媒體工程研究所
授課教師
王才沛
校區
光復
類別
選修
上課時間表
| 節 | 週二 | 週五 |
|---|---|---|
3 10:10–11:00 | 圖形識別 ED202（光復） 2 節連堂 | |
4 11:10–12:00 | ||
7 15:30–16:20 | 圖形識別 ED202（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 students to pattern recognition. Pattern recognition is a research area that deals with recognizing patterns in data based on their features. Students should learn the principles and issues involved in designing a pattern recognition system to solve real-world problems.
先修科目
calculus, linear algebra, computer programming, some basic knowledge in probability / statistics
備註
無備註
教學方式
eCampus
評分方式
3 individual programming assignments, 2 exams
課程大綱
- Probablistic Pattern Classification
- Evaluation and Generalization
- More on Building Classifiers
- Feature Selection and Dimensionality Reduction
- Additional Topics on Classification
- Clustering / Unsupervised Learning
- Introduction
週次計畫
教師未提供此項資料
教科書
Pattern Recognition (4th Edition), by S. Theodoridis and K. Koutroumbas, Academic Press
Office Hours
- 地點
- EC709
- 時間
- 2DX
- 聯絡方式
- phone: 56689, e-mail: wangts@cs.nctu.edu.tw