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.
Tuesday, June 14, 2011
In the new version today, a lot of small mistakes have been eliminated from the later chapters and I've done some more work on the final chapter (chap 18). Trying to find a simple way to explain latent Dirichlet allocation. Not that easy. This chapter should reach levels of comprehensibility by the weekend (I hope).