Lab Meeting November 6th, 2007 (Atwood) : Conditional Random Fields for Binary Image Denoising

I will make an introduction to Conditional Random Fields (CRFs) and one specific form of CRFs that I recently work on for binary image denoising.

related links:

An Introduction to Conditional Random Fields for Relational Learning

Accelerated Training of Conditional Random Fields

Conditional Random Fields: Probabilistic Models for Segmenting and and Labeling Sequence Data