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CV: Introduction to Computer Vision — all 18 problems
What is computer vision? A brief history, book overview, and notation.
Book Overview
Normalize Image
Easy
Crop Image
Easy
Resize Image (Nearest Neighbor)
Medium
Multi-Scale Feature Pyramid
Hard
Brief History
Edge Count Heuristic
Easy
Template Matching Score
Medium
Histogram Comparison
Medium
Implement Prewitt Edge Detector
Hard
Notation
Kronecker Delta
Easy
Build Identity Matrix
Easy
Homogeneous Coordinates
Medium
Sparse Matrix Operations for Images
Medium
What is Computer Vision?
Image as Matrix
Easy
RGB to Grayscale
Easy
Pixel Neighborhood
Easy
Image Histogram Equalization
Medium
K-Means Color Quantization
Medium
Connected Components Labeling
Hard
