Study unit

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3352612 Image Analysis, 5 Cp 
Code 3352612  Validity 01.01.2010 -
Name Image Analysis  Abbreviation IAN 
Credits5 Cp  Date of expiry  
TypeAdvanced Studies Subject0520 Physics 
ClassStudy Unit  Hours  
Study right   Grading0-5 
Recommended scheduling 
Organisation Applied Physics (K) 

Pasi Antero Karjalainen 

Learning outcomes 

Understanding of image as random variable. Orthogonal bases with images. Learn basics about clustering and pattern recognition.


Principles of Image Processing. Color images. Pixel operations. Image as random variable. Representing images with orthogonal bases. Optimal filtering. Pattern recognition.

Modes of study 

Written examination, exercises and/or project work

Teaching methods 

Lectures 36 h, exercises 16 h, project work

Study materials 

Lecture notes

Evaluation criteria 



prof. Pasi Karjalainen


Digital Image Processing or a similar course. Course on mathematical programmes (3310551) or similar.


The course will be held only every second academic year, next time in the spring semester 2022.



Further information 

Teaching language: English

Content and modes of study will be agreed in detail at the beginning of the course. For example, the course may be organized in multiform teaching.


Letter (J, K) in front of the name of the course/exam indicates the campus on which teaching or exam takes place: J = Joensuu, K = Kuopio.

Present and future teaching
No teaching

Future exams
No exams