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### Learner Career Outcomes

#### 中級

Basic programming skills & experience; familiarity with basic linear algebra, calculus & probability, and 3D co-ordinate systems & transformations

### 您將學到的內容有

• Understand what computer vision is and its goals

• Identify some of the key application areas of computer vision

• Understand the digital imaging process

• Apply mathematical techniques to complete computer vision tasks

### 您將獲得的技能

Computer VisionComputer ProgrammingMatlab

### Learner Career Outcomes

#### 中級

Basic programming skills & experience; familiarity with basic linear algebra, calculus & probability, and 3D co-ordinate systems & transformations

1

## Computer Vision Overview

13 個視頻 （總計 42 分鐘）, 2 個閱讀材料, 4 個測驗
13 個視頻
Meet Jungsong Yuan, Ph.D.24
What is Computer Vision?6分鐘
Why Computer Vision?40
Related Fields of Computer Vision4分鐘
Relevant Fields56
Computer Programming & Computer Vision1分鐘
Computer Vision Awareness1分鐘
Timelines & Milestones8分鐘
Computer Vision Progression1分鐘
Computer Vision Applications8分鐘
CV Applications4分鐘
CV Impact in the Field of Augmented Reality1分鐘
2 個閱讀材料
Resources (Optional): Computer Vision Overview30分鐘
REQUIRED - MATLAB Resources10分鐘
3 個練習
What is Computer Vision?2分鐘
Related Fields of Computer Vision2分鐘
MATLAB Basics5分鐘
2

## Color, Light, & Image Formation

4 個視頻 （總計 32 分鐘）, 1 個閱讀材料, 5 個測驗
4 個視頻
Pinhole Camera Model9分鐘
Digital Camera5分鐘
Color Theory8分鐘
1 個閱讀材料
Resources (Optional): Color, Light, & Image Formation30分鐘
3 個練習
Light Sources4分鐘
Pinhole Camera Model2分鐘
Digital Camera2分鐘
3

## Low-, Mid- & High-Level Vision

5 個視頻 （總計 32 分鐘）, 1 個閱讀材料, 3 個測驗
5 個視頻
Low-, Mid-, High-Level Vision1分鐘
Low-Level Vision8分鐘
Mid-Level Vision7分鐘
High-Level Vision6分鐘
1 個閱讀材料
Resources (Optional): Low-, Mid- and High-Level Vision30分鐘
2 個練習
Low-Level Vision2分鐘
4

## Mathematics for Computer Vision

8 個視頻 （總計 10 分鐘）, 2 個閱讀材料, 2 個測驗
8 個視頻
Mathematical Preliminaries27
Linear Algebra1分鐘
Calculus45
Probability Theory35
Algorithms38
Using Algorithms1分鐘
Aligning RGB channels2分鐘
2 個閱讀材料
Resources (Optional): Mathematics for Computer Vision30分鐘
Computer Vision Basics - Key Takeaways10分鐘
1 個練習
Algorithms2分鐘
3.8
59 條評論

### 來自Computer Vision Basics的熱門評論

This course is a good course to start computer vision for beginner level student, and I offer This course to everyone who is eager to learn computer vision conceptually.

The course content is good.There are too many examples and applications.I use python but using MATLAB for the computer vision is new experience for me.

## 講師

Instructor
Department of Computer Science

### Junsong Yuan

Associate Professor and Director of Visual Computing Lab
Computer Science and Engineering

## 關於 纽约州立大学布法罗分校

The University at Buffalo (UB) is a premier, research-intensive public university and the largest, most comprehensive institution of the State University of New York (SUNY) system. UB offers more than 100 undergraduate degrees and nearly 300 graduate and professional programs....

## 關於 纽约州立大学纽约州立大学

The State University of New York, with 64 unique institutions, is the largest comprehensive system of higher education in the United States. Educating nearly 468,000 students in more than 7,500 degree and certificate programs both on campus and online, SUNY has nearly 3 million alumni around the globe....

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