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