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Digital Image Processing

Digital Image Processing
460-6001/01
čeština Digital Image Processing
460-6001/02
angličtina

Summary

The following topics are discussed: Mathematical preliminaries for digital image processing. Fourier, cosine, and wavelet transforms. JPEG, MPEG, and fractal compression. Sampling and reconstructing images. Point and geometric operations. Filtering. Stochastic approach to digital image processing. Image segmentation. Measuring objects. Pattern recognition based on classification. Processing and analysis of images of 3D scenes. Processing images varying in time

Literature

R.C. Gonzales and R.E. Woods, Digital Image Processing, (3rd edition), Prentice Hall, 2008, (ISBN 0-13-505267-X ).
E.Sojka, Digitální zpracování a analýza obrazů, VŠB-TU Ostrava, 2000 (ISBN 80-7078-746-5).

Advised literature

Al Bovik, Handbook of Image and Video processing 2nd Edition, Elsevier Academic Press, 2005, (ISBN 0121197921, 978-0121197926).
W.K. Pratt, Digital image processing: PIKS inside (3rd edition), John Wiley and Sons, 2001 (ISBN 0-471-37407-5 ).
K.R. Castleman: Digital Image Processing, Prentice Hall 1996 (ISBN 0-13-211467-4).


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Language of instruction čeština, angličtina
Code 460-6001
Abbreviation DZO
Course title Digital Image Processing
Coordinating department Department of Computer Science
Course coordinator doc. Dr. Ing. Eduard Sojka