COS 429 - Computer Vision

Spring 2004

Lecture #14: EM

• Slides as PDF
• EM tutorial
• Further references:

  S. Ayer and H.S. Sawhney, 
  "Layered representation of motion video using robust 
  maximum-likelihood estimation of mixture models and MDL encoding," 
  In IEEE, Proc. Intl. Conf. on Computer Vision, pages 777-784, 1995.
  
  Compact Representations of Videos Through Dominant and Multiple Motion Estimation
  IEEE Transactions on Pattern Analysis and Machine Intelligence
  Volume 18, Issue 8 (August 1996)