Digital Image Processing

Vztahy:

It is not possible to register for the course 01DIZO if the student is concurrently registered for or has already completed the course 01ROZ1 (mutually exclusive courses).

It is not possible to register for the course 01DIZO if the student is concurrently registered for or has already completed the course 01ROZRF1 (mutually exclusive courses).

Garant předmětu:

Lecturer:

Tutor:

Supervisor:

Department of Mathematics

Synopsis:

image sampling and quantization, Shannon theorem, aliasing

basic image operations, histogram, contrast stretching, noise removal, image sharpening

linear filtering in the spatial and frequency domains, convolution, Fourier transform

edge detection, corner detection feature detection

image degradations and their modelling, inverse and Wiener filtering, restoration of motion-blurred and out-of-focus blurred images

image segmentation

mathematical morphology

image registration and matching

Requirements:

Syllabus of lectures:

Syllabus of tutorials:

Study Objective:

Study materials:

Key references:

Gonzales R. C., Woods R. E., Digital Image Processing (4th ed.), Pearson, 2018

Recommended references:

Pratt W. K.: Introduction to Digital Image Processing, CRC Press, 2013

J. Flusser, T. Suk, B. Zitova: 2D and 3D Image Analysis by Moments 1st Edition, Wiley & Sons Ltd., (2016)

J. Flusser, T. Suk, B. Zitová, Moments and Moment Invariants in Pattern Recognition, Wiley & Sons Ltd., (2009)

Media and tools: a complete set of lecture slides and excersises are available at http://zoi.utia.cas.cz/ROZ1

Note:

Further information:

No time-table has been prepared for this course

The course is a part of the following study plans:

• Aplikovaná algebra a analýza (elective course)
• Jaderné inženýrství - Aplikovaná fyzika ionizujícího záření (elective course)
• Aplikované matematicko-stochastické metody (compulsory elective course)
• Matematické inženýrství (elective course)
• Matematická informatika (compulsory course in the program)
• Fyzikální elektronika - Počítačová fyzika (PS)
• Radiolgická fyzika (compulsory course in the program)