Course Catalog 2012-2013
Postgraduate

Basic Pori International Postgraduate Open University

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Course Catalog 2012-2013

SGN-3057 Digital Image Processing II, 6 cr

Additional information

Suitable for postgraduate studies

Person responsible

Pavlo Molchanov, Karen Eguiazarian

Lessons

Study type P1 P2 P3 P4 Summer Implementations Lecture times and places
Lectures

 

 
 2 h/per
+2 h/per

 
SGN-3057 2012-01 Monday 12 - 14, TB219
Wednesday 14 - 16, TB222

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

Students get in-depth view of selected topics of image processing and perform practical tasks in image processing laboratory.

Content

Content Core content Complementary knowledge Specialist knowledge
1. Image representation.     
2. Image data compression.     
3. Object recognition.     
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

Course Mandatory/Advisable Description
SGN-3016 Digital Image Processing I Mandatory    

Prerequisite relations (Requires logging in to POP)



Correspondence of content

Course Corresponds course  Description 
SGN-3057 Digital Image Processing II, 6 cr SGN-3056 Digital Image Processing II, 5 cr  
SGN-3106 Digital Video Processing, 4 cr +
SGN-3057 Digital Image Processing II, 6 cr
SGN-31006 Image and Video Processing Techniques, 6 cr  

More precise information per implementation

Implementation Description Methods of instruction Implementation
SGN-3057 2012-01        

Last modified07.12.2012