CSSE / Monash CSE432
Pattern recognition and image processing
About CSSE Courses Our People Research Student Information Community Links Internal Information

Sid Ray and Peter Tischer

Prohibitions: CSE 445.

One part of the unit provides an introduction to data compression techniques in a wide range of application areas. These areas include universal data compression - a problem domain where minimal assumptions are made about the nature of the data - to areas like image compression and audio compression. Although discussion of image compression techniques is the single largest component of this part of the course, it is not expected that students will have any background in either graphics or image processing. The other part of the unit will discuss pattern recognition methods and their applications in image processing and analysis. Topics include: Introduction to PR Concepts and Methodologies; Pattern Classification Methods; Cluster Analysis; Feature Selection and Extraction; Classification of an Image; Segmentation of Monochrome and Colour Images; and Image Texture Analysis. Fuzzy Sets and Their Application in Pattern Recognition and Image Processing.

Last updated 26.09.01 03:37:30 PM (K Fenwick) - Subject to change by the lecturer concerned.

Back to 2001 Honours subjects

Copyright © School of Computer Science and Software Engineering (Monash University) 1994-2000.
All rights reserved. See our disclaimer. Maintained by the web group.
Last updated: 26/09/2001