Opinto-opas 2003-2004

8001652 INTRODUCTION TO PATTERN RECOGNITION, INTRODUCTION TO PATTERN RECOGNITION, 2 ov

Lecturer info
JUSSI TOHKA

Lectures and exercises:
Lectures 28h, Exercises 14h.

Weekly teaching / period	A1	A2	S1	S2	Summer
Lectures (h):	2+	2	-	-	-
Exercises (h):	1+	1	-	-	-

Content of the course
The goal is to introduce basic methods and principles of pattern recognition. Basics of multivariate probability and statistics. Bayesian decision theory. Parameter estimation from training data. Non-parametric techniques for pattern classification. Algorithms for unsupervised classification.

Requirements
Final examination and active participation in exercises.

Literature
Duda, Hart & Stork, "Pattern Classification", 2nd edition, Wiley, 2001.

Information on prerequisites
8000253 or corresponding knowledge. 73050 is useful although the required background on statistics is reviewed during the course.

Prerequisites

Number	Name	OV	P/S
8000253	Introduction to Signal Processing II	3	Obl.
73030	Engineering Mathematics 1	5	Recomm.
73035	Engineering Mathematics 2	5	Recomm.
73050	Statistics	3	Recomm.

Website