Type of studies | Title |
---|---|
Doctoral Academic Studies | Mathematics in Engineering (Year: 1, Semester: Winter) |
Doctoral Academic Studies | Mathematics in Engineering (Year: 2, Semester: Winter) |
Category | Scientific-professional |
Scientific or art field |
|
ECTS | 10 |
The educational objectives of the course are to introduce basic concepts of digital images and image processing. The suggested topics provide information on main tasks and methodologies in image processing, being focused on practical problems and real world applications. The course is intended to be a basis for further study and research in this field.
The suggested topics provide knowledge of main concepts and methodologies for digital image processing.
1. Fundamentals of Digital Images: Fundamental steps in digital image processing. Imaging systems and image acquisition. Sampling and quantization. Representing digital images. Topology of digital images. 2. Image Enhancement: Histogram processing. Arithmetic/logic operations. Spatial filtering. Fourier transform and filtering in the frequency domain. 3. Morphological Image processing: Morphological operations (erosion, dilation, opening, closing). Morphological algorithms (boundary extraction, region filling, extraction of connected components, convex hull, thinning, thickening, skeletons). 4. Image segmentation; Edge detection and linking. Boundary detection. Thresholding. Region-based segmentation. 5. Representation and description: Chain codes, polygonal approximation, signatures, skeletons. Boundary- and region-based description. Feature extraction. Estimation of geometric features. Part of the course is organized in the form of independent study and research work in the field of discrete mathematics and digital image processing. The study and research work involves active study of primary scientific sources, organization and conduction of experiments and statistical data analysis, numerical simulations, and possibly writing a paper in the filed of discrete mathematics.
Lectures. Consultations. The lectures are organized in combined form. The presentation of the theoretical part during the lecture classes is followed by the characteristic examples which contribute to better understanding of the subject matter. In addition to lectures there are regular consultations. Through research and study work the student will, on the bases of scientific journals and other relevant literature that has been studied independently, develop further understanding of the material covered in lectures. Working with the course teacher the student develops the ability to independently work on a scientific paper.
Authors | Title | Year | Publisher | Language |
---|---|---|---|---|
razni | Odabrani stručni materijal (naučni radovi, izvodi iz predavanja i sl.) | sve | English | |
2008 | English |
Course activity | Pre-examination | Obligations | Number of points |
---|---|---|---|
Lecture attendance | Yes | Yes | 10.00 |
Oral part of the exam | No | Yes | 70.00 |
Term paper | Yes | Yes | 20.00 |
Full Professor
Assistant Professor
Full Professor
Assistant Professor
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© 2024. Faculty of Technical Sciences.