Jan 27, 2020   5:57 p.m. Bohuš
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Course syllabus I1-SOB - Image processing (FCE - SS 2018/2019)


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University: Slovak University of Technology in Bratislava
Faculty: Faculty of Civil Engineering
Course unit title: Image processing
Course unit code: I1-SOB
Mode of completion and Number of ECTS credits: Exam (5 credits)
 
Name of lecturer: 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)
 
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.
 
Prerequisites and co-requisites: none
 
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.

 
Planned learning activities and teaching methods: lecture 2 hours weekly / 26 hours per semester of study (on-site method)
seminar 2 hours weekly / 26 hours per semester of study (on-site method)
 
Assesment methods and criteria: exam
 
Language of instruction: Slovak, English
 
Work placement(s): There is no compulsory work placement in the course unit.


Last modification made by Ing. Peter Korčák on 02/28/2019.

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