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CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2023/2024
UPOZORNĚNÍ: Jsou dostupné studijní plány pro následující akademický rok.

Digital Image Processing

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Code Completion Credits Range
01DIZO ZK 4 2P+2C

It is not possible to register for the course 01DIZO if the student is concurrently registered for or has already completed the course 01ROZ1 (mutually exclusive courses).

It is not possible to register for the course 01DIZO if the student is concurrently registered for or has already completed the course 01ROZRF1 (mutually exclusive courses).

Garant předmětu:
Barbara Zitová
Lecturer:
Barbara Zitová
Tutor:
Adam Novozámský, Barbara Zitová
Supervisor:
Department of Mathematics
Synopsis:

image sampling and quantization, Shannon theorem, aliasing

basic image operations, histogram, contrast stretching, noise removal, image sharpening

linear filtering in the spatial and frequency domains, convolution, Fourier transform

edge detection, corner detection feature detection

image degradations and their modelling, inverse and Wiener filtering, restoration of motion-blurred and out-of-focus blurred images

image segmentation

mathematical morphology

image registration and matching

Requirements:
Syllabus of lectures:
Syllabus of tutorials:
Study Objective:
Study materials:

Key references:

Gonzales R. C., Woods R. E., Digital Image Processing (4th ed.), Pearson, 2018

Recommended references:

Pratt W. K.: Introduction to Digital Image Processing, CRC Press, 2013

J. Flusser, T. Suk, B. Zitova: 2D and 3D Image Analysis by Moments 1st Edition, Wiley & Sons Ltd., (2016)

J. Flusser, T. Suk, B. Zitová, Moments and Moment Invariants in Pattern Recognition, Wiley & Sons Ltd., (2009)

Media and tools: a complete set of lecture slides and excersises are available at http://zoi.utia.cas.cz/ROZ1

Note:
Time-table for winter semester 2023/2024:
Time-table is not available yet
Time-table for summer semester 2023/2024:
Time-table is not available yet
The course is a part of the following study plans:
Data valid to 2024-04-20
Aktualizace výše uvedených informací naleznete na adrese https://bilakniha.cvut.cz/en/predmet6362306.html