Non-ParametricCRFs for Image Labeling
published: Jan. 16, 2013, recorded: December 2012, views: 2730
Report a problem or upload filesIf you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.
We introduce a powerful non-parametric image labeling framework, Regression Tree Fields (RTFs), and discuss its application to image restoration. The conditional structure and the parameters of our model are estimated from training data so as to directly optimize for popular performance measures, resulting in excellent predictive performance at low computational cost.
Link this pageWould you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !