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CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2023/2024

Digital image

The course is not on the list Without time-table
Code Completion Credits Range Language
A4M33DZO Z,ZK 6 2P+2C Czech

It is not possible to register for the course A4M33DZO if the student is concurrently registered for or has already completed the course AE4M33DZO (mutually exclusive courses).

It is not possible to register for the course A4M33DZO if the student is concurrently registered for or has already completed the course BE4M33DZO (mutually exclusive courses).

It is not possible to register for the course A4M33DZO if the student is concurrently registered for or has already completed the course B4M33DZO (mutually exclusive courses).

It is not possible to register for the course A4M33DZO if the student is concurrently registered for or has previously completed the course NI-DZO.23 (mutually exclusive courses).

The requirement for course A4M33DZO can be fulfilled by substitution with the course AE4M33DZO.

It is not possible to register for the course A4M33DZO if the student is concurrently registered for or has previously completed the course AE4M33DZO (mutually exclusive courses).

It is not possible to register for the course A4M33DZO if the student is concurrently registered for or has previously completed the course B4M33DZO (mutually exclusive courses).

The requirement for course A4M33DZO can be fulfilled by substitution with the course B4M33DZO.

It is not possible to register for the course A4M33DZO if the student is concurrently registered for or has previously completed the course BE4M33DZO (mutually exclusive courses).

The requirement for course A4M33DZO can be fulfilled by substitution with the course BE4M33DZO.

Garant předmětu:
Lecturer:
Tutor:
Supervisor:
Department of Cybernetics
Synopsis:

First, the subject teaches how to process two-dimensional image as a signal without interpretation. Image acquisition, linear and nonlinear preprocessing methods and image compression will be studied. Second, image segmentation and registration methods will be taught. Studied topics will be practised on practical examples in order to obtain also practical skills.

Requirements:

It is expected that the student is familiar with calculus, linear algebra, probability and statistics to the depth taught at FEL CVUT.

Syllabus of lectures:

1. Digital image processing vs. computer vision. Objects in images. Digital image. Distance transform. Brightness histogram.

2. Physical foundation of images. Image acquisition from geometric and radiometric point of view.

3. Processing in the spatial domain. Convolution. Correlation. Noise filtration. Linear and nonlinear methods.

4. Fourier transform. Derivation of the sampling theorem. Frequency filtration of images. Image restauration.

5. Brightness and geometric transformations, interpolation. Registration I.

6. Edge detection. Multiscale image processing.

7. Color images and processing of color images.

8. Segmentation I.

9. Segmentation II.

10. Registration II.

11. Image compression.

12. Mathematical morphology.

13. Reserve.

Syllabus of tutorials:

1. MATLAB. Homework 1 assignment (image acquisition).

2. Constultations. Solving the homework.

3. Constultations. Solving the homework.

4. Constultations. Solving the homework.

5. Homework 1 handover. Homework 2 assignment (Fourier transformation).

6. Constultations. Solving the homework.

7. Constultations. Solving the homework.

8. Constultations. Solving the homework.

9. Homework 2 handover. Homework 3 assignment (image segmentation).

10. Constultations. Solving the homework.

11. Constultations. Solving the homework.

12. Consultations. Homework 3 handover.

13. Written test. Presentation of several best student homeworks.

Study Objective:
Study materials:

1. Šonka, M., Hlaváč, V., Boyle, R.D.: Image processing, analysis and machine vision. 3. vydání, Thomson Learning, Toronto, Canada, 2007.

2. Svoboda, T., Kybic, J., Hlaváč, V.: Image processing, analysis and

machine vision. The MATLAB companion, Thomson Learning, Toronto, Canada, 2007.

Note:
Further information:
http://cw.felk.cvut.cz/doku.php/courses/a4m33dzo/start
No time-table has been prepared for this course
The course is a part of the following study plans:
Data valid to 2024-03-02
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