Academic Catalog

CENG564 PATTERN RECOGNITION

Course Code: 5710564
METU Credit (Theoretical-Laboratory hours/week): 3(3-0)
ECTS Credit: 8.0
Department: Computer Engineering
Language of Instruction: English
Level of Study: Graduate
Course Coordinator: Prof.Dr. FATO TUNAY YARMAN VURAL
Offered Semester: Fall or Spring Semesters.

Course Content

An introduction to the machine recognition of 1, 2 or higher dimensional patterns. Statistical and linguistic approaches. Survey of application areas. Bayes Decision Theory. Decision boundaries, classifiers, and discriminant functions. Estimation of parameters. Clustering. Feature selection. Structural approaches to P.R.. Neural networks recognizers. Applications.