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DS2OS - Image Processing

Course specification
Course title Image Processing
Acronym DS2OS
Study programme Electrical Engineering and Computing
Module Telecommunications and Information Technologies
Type of study doctoral studies
Lecturer (for classes)
Lecturer/Associate (for practice)
    Lecturer/Associate (for OTC)
      ESPB 9.0 Status elective
      Condition none
      The goal Giving to students basic methods for image processing. Students have to be skilled to use these methods for analysing, processing and classifying two-dimensional signals, in general.
      The outcome Knowledge of (digital) image processing. Students have to use methods and algorithms for image analysis, processing and classification.
      Contents
      Contents of lectures Basics of visual perception. Image analysis and digitizing. Basic methods for image processing in spatial and frequency domains (noise removal, image sharpening, image enhancing). Higher level processing: segmentation, object recognition, pattern classification. Processing of multidimensional signals. Basics of computed tomography. Image compression, archieving and displaying.
      Contents of exercises none
      Literature
      1. R. Gonzales, R. Woods, Digital Image Processing, Second Ed., Prentice Hall, 2002. (Original title)
      2. John C. Russ, Image Processing Handbok, 3rd Ed., CRC Press and IEEE Press, Boca Raton, FL, 2000 (Original title)
      3. J. Lim, Two-dimensional Signal and Image Processing, Prentice-Hall, 1990. (Original title)
      4. K. Barner, G. Arce (Eds), Nonlinear Signal and Image Processing, CRC Press, 2003 (Original title)
      5. Aktuelni članci iz časopisa (Original title)
      Number of hours per week during the semester/trimester/year
      Lectures Exercises OTC Study and Research Other classes
      6
      Methods of teaching Lectures and auditory exercises
      Knowledge score (maximum points 100)
      Pre obligations Points Final exam Points
      Activites during lectures 0 Test paper 70
      Practical lessons 0 Oral examination 0
      Projects 0
      Colloquia 30
      Seminars 0