Pattern Recognition

Description:

Textbook:

R. Duda, P. Hart, & D. Stork, "Pattern Classification," Second Edition, J. Wiley & Sons, 2001

Prerequisite:

Coordinator:

Thomas P. Caudell

Topics:

• Bayesian decision Theory
• Maximum-likihood and Bayesian Parameter Estimation
• Nonparametric Techniques
• Linear Discriminant Functions
• Unsupervised Learning and Clutering