Books available online
- Bayesian Reasoning and Machine Learning by David Barber [site]
- The Elements of Statistical Learning by Trevor Hastie, Robert Tibshirani and Jerome Friedman [site]
- Information Theory, Inference, and Learning Algorithms by David J.C. MacKay [site]
- Natural Image Statistics by Aapo Hyvärinen, Jarmo Hurri and Patrik O. Hoyer [site]
- Computer Vision: Models, Learning, and Inference by Simon J.D. Prince [site]
Blogs
- Steve on Image Processing [site]
- Nuit Blache [site]