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13E064SDOS - Image Processing Systems

Course specification
Course title Image Processing Systems
Acronym 13E064SDOS
Study programme Electrical Engineering and Computing
Module
Type of study bachelor academic studies
Lecturer (for classes)
Lecturer/Associate (for practice)
Lecturer/Associate (for OTC)
ESPB 6.0 Status mandatory
Condition none
The goal Introducing students to basic system components and concepts of digital picture processing.
The outcome Empowering of the students to use known algorithms for digital image processing and to create and develop new algorithms, as well as computer codes for the processing.
Contents
Contents of lectures Concepts of the digital processing of bidimensional signals. Sensors and aquision of the picture. Discretisaton and digitalization. Basic processing in space domain. Processing in transformational domain. Segmentation and classification of the objects. Picture compression. Archiving, transfer and presentation of the picture.
Contents of exercises Auditory exercises following the lectures. Exercises in a computer lab.
Literature
  1. R. Gonzales, R. Woods, "Digital Image Processing", Prentice Hall, 2008 (Original title)
  2. R. Gonzales, R. Woods, S. Eddins, Digital Image Processing using Matlab, Gatesmark Publishing, 2009 (Original title)
  3. C. Solomon, T. Breckon, "Fundamentals of Digital Image Processing - A Practical Approach with Examples in Matlab", John Wiley & Sons, 2011. (Original title)
  4. J. Suri, K. Setarehdan, S. Singh, Eds., "Advanced Algorithmic Approaches to Medical Image Segmentation", Springer, 2002 (Original title)
  5. E.R. Davis, "Computer Vision Principles, Algorithms, Applications, Learning", Academic Press, 2018. (Original title)
Number of hours per week during the semester/trimester/year
Lectures Exercises OTC Study and Research Other classes
3 1 1
Methods of teaching Lectures, auditory and laboratory exercises in a computer lab.
Knowledge score (maximum points 100)
Pre obligations Points Final exam Points
Activites during lectures 0 Test paper 0
Practical lessons 0 Oral examination 40
Projects 0
Colloquia 30
Seminars 30