Image and Video Processing: From Mars To Hollywood with a Stop at The Hospital

By Duke University

📖 Overview

• Week 1
• Week 2
• Week 3
• Week 4
• Week 5
• Week 6
• Week 7
• Week 8
• Certificate

Week 1

Quizzes

• Quiz #1

Programming Assignments (Optional)

• Reduce Number of Intensity Levels in an image
• Perform Sample Spatial Average
• Rotate Image
• Reduce Spatial Resolution by Taking Average

Week 2

Quizzes

• Quiz #2

Programming Assignments (Optional)

• DCT Implementation
• Channel Separation of an Image into RGB

Week 3

Quizzes

• Quiz #3

Programming Assignments (Optional)

• Exponential Transform
• log Transform
• Intensity Range Transform
• Inverse Transform point Operations
• Thresholding Point Operation
• Histogram Equalization
• Histogram Matching
• Median Filtering
• Unsharp Operation

Week 4

Quizzes

• Quiz #4

Programming Assignments (Optional)

• Types of Noise
• Wiener Filtering on grayscale Image
• Wiener Filtering on Color Images

Week 5

Quizzes

• Quiz 5

Programming Assignments (Optional)

• Perform Hough Transform to Detect Straight Lines in Image
• Thresholding with Otsu's Method

Week 6

Quizzes

• Quiz 6

Week 7

Quizzes

• Quiz 7

Week 8

Quizzes

• Quiz 8

🎓 Certificate