Digital Image Processing

University of Oulu
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Course overview

 
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ECTS Credits 5   cr
Language of instruction FI.

Lectures in Finnish and exercises in English. Course can be passed in Finnish and English.

Timing

Autumn, period 1.

Learning outcomes

Upon completion of the course the student:

- understands the basic theory of digital image processing and knows its main applications,

- is able to apply spatial and frequency domain and wavelet based methods in image enhancement, restoration, compression and segmentation.

 

Contents

1. Fundamentals of digital images, 2. Image enhancement in spatial and frequency domains, 3.Image restoration, 4. Color image processing, 5. Wavelets, 6. Image compression, 7. Morphological image processing and 8. Image segmentation.

Mode of delivery

Face-to-face teaching.

Learning activities and teaching methods

Lectures 24  h, exercises 14  h  and homework assignments 30 h. The rest is independent work.

Target group

Computer Science and Engineering students and other Students of the University of Oulu.

Prerequisites and co-requisites

None.

Recommended optional programme components

In order to obtain deep understanding of the content, it is a benefit if the student has completed the mathematics courses in the computer science and engineering BSc program or otherwise has equivalent knowledge.

Recommended or required reading

Gonzalez, R.C., Woods, R.E.: Digital Image Processing, Third Edition, Prentice-Hall, 2008, Chapters 1-10. Lecture notes and exercise

Assessment Methods and criteria

The course is completed by passing the exam and homework assignments.

Read more about assessment criteria at the University of Oulu webpage.

Grading

The course unit utilizes a numerical grading scale 1-5. In the numerical scale zero stands for a fail.

Person responsible Heikkilä Janne Pedone Matteo
Work placements

None.

Other information

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University of Oulu oulun.yliopisto(at)oulu.fi
Tel. +358 294 48 0000
Fax +358 8 553 4112
PL 8000
FI-90014 Oulun yliopisto
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