Oct 17, 2019   2:43 a.m. Hedviga
Academic information system

Course syllabus I1-SOB - Image processing (FCE - SS 2019/2020)


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University: Slovak University of Technology in Bratislava
Faculty: Faculty of Civil Engineering
Course unit code: I1-SOB
Course unit title: Image processing
Mode of delivery, planned learning activities and teaching methods:
lecture2 hours weekly (on-site method)
laboratory/construction practice2 hours weekly (on-site method)

 
Credits allocated: 5
 
Recommended semester/trimester: Mathematical and Computational Modeling - master (compulsory), 2. semester
Level of study: 2.
Prerequisites for registration: none
 
Assesment methods:
successful elaboration of given tasks, two pretests and exam
 
Learning outcomes of the course unit:
Student will acquire knowledge in modern methods of 2D and 3D image analyses based on solving geometry driven nonlinear partial differential equations.
 
Course contents:
- Convolutions and linear diffusion equations, linear filtration.
- Nonlinear diffusion in 2D and 3D image filtering.
- Morphological operators and their continuous formulations, level-set methods.
- Geometry driven diffusion in filtration and segmentation.
- Numerical methods in image processing.
 
Recommended or required reading:
Basic:
MIKULA, K. Image processing with partial differential equations. In Modern Methods in Scientific Computing and Applications. Kluwer Academic Publishers, 2002: 2002, p. 283--321. ISBN 1402007825.
WEICKERT, J. Anisotropic Diffusion in Computer Vision. Stuttgart: Teubner, 1998.

 
Language of instruction: slovak or english
 
Notes:
 
Courses evaluation:
Assessed students in total: 34

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26,5 %17,6 %20,6 %17,6 %14,7 %3,0 %
Name of lecturer(s): doc. RNDr. Zuzana Krivá, PhD. (examiner, lecturer) - slovak
prof. RNDr. Karol Mikula, DrSc. (examiner, lecturer, person responsible for course) - slovak, english
Mgr. Oľga Stašová, PhD. (examiner, instructor)
 
Last modification: 16. 4. 2019
Supervisor: prof. RNDr. Karol Mikula, DrSc. and programme supervisor


Last modification made by Ing. Peter Korčák on 04/16/2019.

Type of output: