Learning and Perception
2008-2009
- Chapter 5: Linear Discriminant Functions
2007-2008
Theory Program (25 hours)
- Chapter 0: Presentation
- Chapter 1: Introduction
- Chapter 2: Preprocessing and Feature Extraction:Images
- Chapter 3: Statistical Decision Theory
- Chapter 4: Distance-based classifiers
- Chapter 5: Linear Discriminant Functions
- Chapter 6: Unsupervised Learning
- Chapter 7: Preprocessing and Feature Extraction:Speech
- Chapter 8: Syntactic/Structural Methods:Markov Models
OLD: 2006-2007
Theory Program (25 hours)
- Chapter 0: Presentation
- Chapter 1: Introduction
- Chapter 2: Bayes Classifier and Classification Error
- Chapter 3: Preprocessing and Feature Extraction:Images
- Chapter 4: Distance-based classifiers
- Chapter 5: Statistical Decision Theory
- Chapter 6: Unsupervised Learning
- Chapter 7: Preprocessing and Feature Extraction:Speech
- Chapter 8: Syntactic/Structural Methods:Markov Models
Laboratory Program
- Practice 0: Work enviroment 1 and Work enviroment 2
- Practice 1: Oracle
- Practice 2: Image recognition: Face recognition
- Practice 3: Isolated word recognition