456-0902/02 – Digital Image Processing and Analysis (DZAO)

Gurantor department	Department of Computer Science	Credits	10
Subject guarantor	doc. Dr. Ing. Eduard Sojka	Subject version guarantor	doc. Dr. Ing. Eduard Sojka
Study level	postgraduate	Requirement	Optional
Year		Semester	winter + summer
		Study language	Czech
Year of introduction	2000/2001	Year of cancellation	2010/2011
Intended for the faculties	HGF	Intended for study types	Doctoral

Instruction secured by
Login	Name	Tuitor	Teacher giving lectures
SOJ10	doc. Dr. Ing. Eduard Sojka

Extent of instruction for forms of study
Form of study	Way of compl.	Extent
Full-time	Examination	20+0
Part-time	Examination	20+0

Subject aims expressed by acquired skills and competences

The goal of the subject is to acquiant the students with the foundations of digital image processing and analysis.

Teaching methods

Individual consultations

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

Compulsory 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).

Recommended 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 (ISBN 0-471-37407-5).

Way of continuous check of knowledge in the course of semester

E-learning

Other requirements

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

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Conditions for subject completion

Conditions for completion are defined only for particular subject version and form of study

Occurrence in study plans

Academic year	Programme	Branch/spec.	Spec.	Zaměření	Form	Study language	Tut. centre	Year	W	S	Type of duty
2010/2011	(P3646) Geodesy and Cartography	(3602V002) Geoinformatics			K	Czech	Ostrava				Optional	study plan

Occurrence in special blocks

Block name	Academic year	Form of study	Study language	Year	W	S	Type of block	Block owner

Assessment of instruction

Předmět neobsahuje žádné hodnocení.