Computer Vision: Algorithms and Applications. © 2010 Richard Szeliski Welcome to the Web site ( for my computer vision textbook, which you can now purchase at a variety of locations, including Springer (SpringerLink, DOI), Amazon, and Barnes & Noble.
The book is also available in Chinese and Japanese (translated by Prof. Toru Tamaki). Machine learning textbook. Christopher M. Bishop. This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning.
It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners. No previous knowledge of pattern recognition or machine learning concepts is assumed. This is the first machine learning textbook to include a comprehensive coverage of recent developments such as probabilistic graphical models and deterministic inference methods, and to emphasize a modern Bayesian perspective. Www.cs.ubc.ca/~murphyk/MLbook/errata.html.