Course: Digital Image Processing

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Course title Digital Image Processing
Course code KKY/ZDO
Organizational form of instruction Lecture + Tutorial
Level of course Master
Year of study not specified
Semester Winter and summer
Number of ECTS credits 6
Language of instruction Czech
Status of course Compulsory-optional, Optional
Form of instruction Face-to-face
Work placements This is not an internship
Recommended optional programme components None
Lecturer(s)
  • Krňoul Zdeněk, Ing. Ph.D.
  • Jiřík Miroslav, Ing. Ph.D.
  • Železný Miloš, Doc. Ing. Ph.D.
  • Neduchal Petr, Ing. Ph.D.
  • Gruber Ivan, Ing. Ph.D.
Course content
Definition of the digital image processing task, digitization of image information, representation of colour information. Pre-processign methods - point brightness transformations, geometric transformations, noise filtration, greadient operators, frequency analysis. Morphologic tranformations. Methods of segmentation. Methods of description of objects - description based on region boundaries, description based on shape of regions. Classification. Motion analysis. 3D imaging. Applications in photography, industry, human-computer communication, and medicine.

Learning activities and teaching methods
Lecture, Practicum
  • Practical training (number of hours) - 26 hours per semester
  • Contact hours - 39 hours per semester
  • Team project (50/number of students) - 25 hours per semester
  • Preparation for laboratory testing; outcome analysis (1-8) - 8 hours per semester
  • Preparation for an examination (30-60) - 58 hours per semester
prerequisite
Knowledge
Analysis and interpretation of informations, algorithmization and implementation of tasks, assessment of achieved results.
learning outcomes
Ability to analyze, research, and generalize presented principles, describe problem domain, compile algorithmization
teaching methods
Lecture
Practicum
assessment methods
Oral exam
Skills demonstration during practicum
Project
Recommended literature
  • Šonka, Milan; Hlaváč, Václav. Počítačové vidění. Praha : Grada, 1992. ISBN 80-85424-67-3.


Study plans that include the course
Faculty Study plan (Version) Category of Branch/Specialization Recommended year of study Recommended semester