I'm trying to write a new computer vision textbook. I'm going to post updated versions here as I do so. The plan is to first teach probability and machine learning and then present each chapter as a different model with associated learning and inference algorithms.
Saturday, June 18, 2011
There's another update this morning. I've corrected a number of small errors throughout the manuscript and done some more work on chapter 18 which now features a roughly comprehensible discussion of latent Dirichlet allocation and the author-topic model. Thanks to people who have helped me eliminate errors.