Course Catalog 2010-2011
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Course Catalog 2010-2011

MIT-3216 Measurement Based on Digital Image 1, 5 cr

Person responsible

Heimo Ihalainen, Kalle Marjanen

Lessons

Study type P1 P2 P3 P4 Summer Implementations Lecture times and places
Lectures
Excercises
Assignment
 2 h/week
 2 h/week

+2 h/week
+2 h/week



 2 h/week



 



 
MIT-3216 2010-01 Tuesday 14 - 16, SH108

Requirements

Exercises, assignments and exam.

Principles and baselines related to teaching and learning

-

Learning outcomes

This course provides basic understanding of methods for measurements based on digital image, digital image processing and statistical analysis of image information. Exercises and assignments focus on the computational methods for measurements based on digital image.

Content

Content Core content Complementary knowledge Specialist knowledge
1. Various imaging systems and their properties. Representation and compression of digital images.  Basic optics, properties of radiation and noise. Reversible and irreversible packing.   Basic noise statistics. 
2. Image preprocessing methods. Using color images.  Background correction, digital filtering. Color representation.  Bayer-matrix for color images. 
3. Methods developed for machine vision e.g. edge detection, segmentation.  Object location. Edge locations.   
4. Statistical image analysis and texture analysis.  Basic statistics. Analysis based on histograms.  Analysis based on 2D-spectrum. 
5. Computer exercises and assignments cover the above topics in practice.     

Evaluation criteria for the course

Exercises, assignments and 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   Gonzales, Rafael C. & Woods, Richard E.            English  

Prerequisite relations (Requires logging in to POP)

Correspondence of content

There is no equivalence with any other courses

Additional information

Suitable for postgraduate studies

More precise information per implementation

Implementation Description Methods of instruction Implementation
MIT-3216 2010-01        

Last modified24.02.2010