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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

Subject syllabus

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).

E-learning

Literature

• Bull D.R.: Communicating Pictures: A Course in Image and Video Coding 1st Edition, 2014, ISBN-13: 978-0124059061 , ISBN-10: 0124059066 
• Borengasser, M.: Forensic Image Processing, McGraw-Hill Education, 2016, ISBN10 0071599339 , ISBN13 9780071599337 

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