Course Catalog 2009-2010 International Basic Pori International Postgraduate Open University |Degrees|     |Study blocks|     |Courses|

Person responsible

Vladislav Uzunov, Aram Danielyan, Karen Eguiazarian

Implementations

	Lecture times and places	Target group recommended to
Implementation 1	Per 4 : Wednesday 12 - 14, TB224 Thursday 14 - 16, TB224

Requirements

50% attendance at lectures is required. At least 30% of classroom-exercise tasks and 3 assignments.

Principles and baselines related to teaching and learning

-

Learning outcomes

After completing the course module, the student will be able to understand the theory behind wavelets and multiresolution processing, image segmentation and compression, object recognition, as well as advanced image representation methods. A student will be able also to use this knowledge in different practical image processing application tasks (laboratory works will help in this).

Content

Content	Core content	Complementary knowledge	Specialist knowledge
1.	Image representation: wavelet and multiresolution, local and non-local representations
2.	Image data compression: EZT, SPIHT, JPEG, JPEG2000
3.	Object recognition: statistical classifiers, neural networks, structural methods
4.	Image filtering, segmentation and restoration.
5.	Practical image processing tasks.

Evaluation criteria for the course

Course grade is computed based on four units as follows: Classroom exercises, 40% of the mark. First laboratory work, 10% of the mark. Second laboratory work, 20% of the mark. Third laboratory work, 30% of the mark All four units must be passed otherwise final mark is not given. There is no exam.

Assessment scale:

Numerical evaluation scale (1-5) will be used on the course

Study material

Type	Name	Author	ISBN	URL	Edition, availability, ...	Examination material	Language
Book	"Digital Image Processing"	R. Gonzalez and R. Woods			2nd ed., Prentice-Hall, 2002		English
Book	"Local Approximation Techniques in Signal and Image Processing"	V.Katkovnik, K.Egiazarian, and J.Astola	978-0819460929				English
Book	"The Image Processing Handbook"	John Russ			Fourth Edition, CRC Press, 2002		English
Book	"The Transform and Data Compression Handbook"	K. Rao and P. Yip			CRC Press, 2001		English

Prerequisites

Additional information about prerequisites
Either SGN-3010 or SGN-3016 is required.

Correspondence of content

More precise information per implementation

	Description	Methods of instruction	Implementation
Implementation 1		Lectures Excercises Laboratory assignments	Contact teaching: 0 % Distance learning: 0 % Self-directed learning: 0 %

Last modified	04.06.2010
Modifier	Karen Eguiazarian