Digital Image Processing
| Code | Completion | Credits | Range |
|---|---|---|---|
| 01DIZO | ZK | 4 | 2P+2C |
- 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:
-
- Aplikovaná algebra a analýza (elective course)
- Jaderné inženýrství - Aplikovaná fyzika ionizujícího záření (elective course)
- Aplikované matematicko-stochastické metody (compulsory elective course)
- Matematické inženýrství (elective course)
- Matematická informatika (compulsory course in the program)
- Fyzikální elektronika - Počítačová fyzika (PS)
- Radiolgická fyzika (compulsory course in the program)