Patrik Hoyer, 10/14/03
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A few things I've learned about Markov Random Fields for image modeling
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Most of my work on image modeling so far has focused on directed
graphical models. Undirected models, however, are a much more natural
description in many cases. I will describe an image model based on a
markov random field, and then consider how to estimate the free
parameters of the model. Since I have no real results yet, this will
be quite a theory-oriented talk. If you already know the relevant
theory, you might want to stay away. However, I'd prefer if you came
and fixed all my misconceptions...