Principal Component Analysis

Advanced Introduction to Machine Learning - 10-715

Content

Principal Components
PCA algorithms
Applications
- Eigenfaces
- Image compression
- Image denosing

Supplementary material

Slides in PDF

Recommended papers

Turk and Pentland: Face recognition using Eigenfaces PDF