Digital Image Processing and Analysis

Digital Image Processing and Analysis
456-0902/00
čeština Digital Image Processing and Analysis
456-0902/01
čeština Digital Image Processing and Analysis
456-0902/02
čeština

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

E. Sojka, Digital Image Processing, lecture notes (in Czech), VŠB-TU Ostrava,2000 (ISBN 80-7078-746-5).
R.C. Gonzales and R.E. Woods, Digital Image Processing, (2nd edition), Prentice Hall, 2002, (ISBN 0-201-18075-8).

Advised literature

K.R. Castleman: Digital Image Processing, Prentice Hall 1996 (ISBN 0-13-211467-4).

O. Faugeras, Three-dimensional computer vision, MIT Press, 1994 (0-262-06158-9).
R.M. Haralick, L.G. Shapiro, Computer and Robot Vision, Addison-Wesley, Reading, MA, 1992 (0-201-10877-1,-2,-3).
W.K. Pratt, Digital image processing: PIKS inside (3rd edition), John Wiley and Sons, 2001 ( ).

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Language of instruction	čeština, čeština, čeština
Code	456-0902
Abbreviation	DZAO
Course title	Digital Image Processing and Analysis
Coordinating department	Department of Computer Science
Course coordinator	doc. Dr. Ing. Eduard Sojka