Security in Digital Image Processing
| Type of study | Follow-up Master |
|---|---|
| Language of instruction | English |
| Code | 460-4123/02 |
| Abbreviation | BZO |
| Course title | Security in Digital Image Processing |
| Credits | 4 |
| Coordinating department | Department of Computer Science |
| Course coordinator | doc. Dr. Ing. Eduard Sojka |
Osnova předmětu
1. Capturing and representing images.
2. The space of image signals and its properties
3. Operations with images, convolution.
4. Image transforms (Fourier and cosine).
5. Image compression.
6. Video compression.
7. Camera systems, video streaming and its security.
8. Digital image authentication, watermarking.
9. Methods of image manipulation detection.
10. Steganography and steganalysis.
11. Forensic applications of digital image processing and analysis.
12. Counter-forensic methods of attacks.
13. Methods of biometric identification.
14. Image analysis in security applications (an overview).
2. The space of image signals and its properties
3. Operations with images, convolution.
4. Image transforms (Fourier and cosine).
5. Image compression.
6. Video compression.
7. Camera systems, video streaming and its security.
8. Digital image authentication, watermarking.
9. Methods of image manipulation detection.
10. Steganography and steganalysis.
11. Forensic applications of digital image processing and analysis.
12. Counter-forensic methods of attacks.
13. Methods of biometric identification.
14. Image analysis in security applications (an overview).
E-learning
Povinná literatura
Advised literature
• Zivic, N.: Robust Image Authentication in the presence of noise, Springer International Publishing, 2015, ISBN 3319131559 , 9783319131559
• Gonzalez, R., C., Woods, R., E.: Digital Image Processing, Prentice Hall, ISBN-10: 013168728X , ISBN-13: 978-0131687288 , 2007
• K. R. Rao, Do Nyeon Kim, Jae Jeong Hwang: Video coding standards: AVS China, H.264/MPEG-4 PART 10, HEVC, VP6, DIRAC and VC-1 (Signals and Communication Technology) 2014th, ISBN-13: 978-9400767416 , ISBN-10: 9400767412
• Gonzalez, R., C., Woods, R., E.: Digital Image Processing, Prentice Hall, ISBN-10: 013168728X , ISBN-13: 978-0131687288 , 2007
• K. R. Rao, Do Nyeon Kim, Jae Jeong Hwang: Video coding standards: AVS China, H.264/MPEG-4 PART 10, HEVC, VP6, DIRAC and VC-1 (Signals and Communication Technology) 2014th, ISBN-13: 978-9400767416 , ISBN-10: 9400767412