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Computer Vision Basics ~ University at Buffalo and The State University of New York

📖 Overview

• Week 1
• Week 2
• Week 3
• Week 4
• Certificate

Week 1: Computer Vision Overview

Quizzes

• Practice Quiz: What is Computer Vision?
• Practice Quiz: Related Fields of Computer Vision
• Practice Quiz: MATLAB Basics

Programming Exercises

• MATLAB: Accessing Image Sub-Regions

Week 2: Color, Light & Image Formation

Quizzes

• Practice Quiz: Light Sources
• Practice Quiz: Pinhole Camera
• Practice Quiz: Digital Camera

Programming Exercises

• MATLAB: Color Spaces
• MATLAB: Color Imaging - RBG Channels
• MATLAB: Color Spaces - HSV Channels

Week 3: Low, Mid & High Level Vision

Quizzes

• Practice Quiz: Three Level Paradigm
• Practice Quiz: Low Level Vision

Programming Exercises

• MATLAB: Image Gradient Magnitude

Week 4: Mathematics for Computer Vision

Quizzes

• Practice Quiz: Algorithms

Programming Exercises

• MATLAB: Aligning RBG Channels

🎓 Certificate