Digital Image Processing
| Code | Completion | Credits | Range | Language |
|---|---|---|---|---|
| MI-DZO | Z,ZK | 4 | 2p+1c | Czech |
- Lecturer:
- Daniel Sýkora (gar.)
- Tutor:
- Daniel Sýkora (gar.)
- Supervisor:
- Department of Software Engineering
- Synopsis:
-
This course presents a comprehensive overview of modern methods for processing digital images and video. It mainly deals with practical algorithms used in professional image processing tools that are both easy to implement and have an interesting theoretical basis. Seemingly boring theorems from calculus, discrete mathematics, statistics and computer science come to life in visually attractive applications.
- Requirements:
-
Elements of Calculus (BIE-ZMA)
Linear Algebra (BIE-LIN)
Probability and Statistics (BIE-PST)
Programming and Algorithmics 2 (BIE-PA2)
Graph Algorithms and Complexity Theory (BIE-GRA)
- Syllabus of lectures:
-
1. Monadic Operations
2. Fourier Transform
3. Convolution
4. Linear Filtering
5. Non-linear Filtering
6. Image Editing
7. Image Deformation
8. Image Registration 1
9. Image Registration 2
10. Image Segmentation
11. Image Colorization
12. Image Matting
13. Texture Synthesis
- Syllabus of tutorials:
-
1. Introduction to assignments
2. Selection of assignment
3. Reading paper
4. Impelmentation
5. Testing
6. Presentation & submission of reports
- Study Objective:
-
The aim of the course is introduce a subset of digital image processing techniques that find direct application in practice. It also provides insight into their theoretical background, allowing to understand basic mathematical principles, that give inspiration to solution of more general problems.
- Study materials:
-
[1] Gonzalez R. C., Woods R. E.: Digital Image Processing (3rd Edition), Prentice Hall, 2008.
[2] Šonka M., Hlaváč V., Boyle R.: Image Processing, Analysis and Machine vision (3rd edition), Thomson Learning, 2007.
[3] Pratt W.: Digital Image Processing (3rd Edition), John Wiley, 2004.
- Note:
- Time-table for winter semester 2011/2012:
- Time-table is not available yet
- Time-table for summer semester 2011/2012:
-
06:00–08:0008:00–10:0010:00–12:0012:00–14:0014:00–16:0016:00–18:0018:00–20:0020:00–22:0022:00–24:00
Mon Tue Fri Thu Fri - The course is a part of the following study plans: