| Course title | Image Processing |
|---|---|
| Course code | KHT/ZAO |
| Organizational form of instruction | Lecture + Lesson |
| Level of course | Master |
| Year of study | not specified |
| Semester | Summer |
| Number of ECTS credits | 6 |
| Language of instruction | Czech |
| Status of course | unspecified |
| Form of instruction | Face-to-face |
| Work placements | Course does not contain work placement |
| Recommended optional programme components | None |
| Lecturer(s) |
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| Course content |
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Course program: 1. Introduction to image processing and analysis. Image sensing and acquisition, digital representation of images. Image sampling and quantization. Basic types of images. 2. Mathematical tools used in digital image processing. Basic intensity transformation function. Histogram equalization. 3. Fundamentals of spatial filtering. Spatial correlation and convolution. Smoothing spatial filters. 4. Using the second derivative for image sharpening - the Laplacian. Using first derivative for image sharpening - the Gradient. Sharpening spatial filters. 5. 2D Fourier transform. Filtering in the frequency domain. Relationship between the filtration in frequency and spatial domain. 6. Image restoration. Noise models. Filters for noise reduction. 7. Image segmentation. Thresolding. Hough transform. 8. Detection of isolated points, line detection and edge detection. Edge detectors. Region growing. 9. Morphological image processing. Dilation. Erosion. Morphological opening and closing. Basic morphological operations for binary images. The hit or miss transformation. 10. Representation and description of objects or regions of interest in images. Shape description of objects or regions of interest. 11. Texture analysis. Classification of textures. 12. Color image processing. Color models. Color transformation. Filtration of color images. 13. Using the tools of image processing for problem solution in textile engineering.
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| Learning activities and teaching methods |
Monological explanation (lecture, presentation,briefing), Dialogue metods(conversation,discussion,brainstorming)
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| Learning outcomes |
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To obtain the basic skills in the area of image analysis.
Student gets knowledges of this subject |
| Prerequisites |
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Knowledges from Bachelor study
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| Assessment methods and criteria |
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Oral exam, Written exam
Credit: work out homeworks Exam: writting and oral |
| Recommended literature |
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| Study plans that include the course |
| Faculty | Study plan (Version) | Category of Branch/Specialization | Recommended semester | |
|---|---|---|---|---|
| Faculty: Faculty of Textile Engineering | Study plan (Version): Clothing and Textile Technology (2012) | Category: Textile production and clothing industry | - | Recommended year of study:-, Recommended semester: Summer |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Clothing and Textile Engineering (2012) | Category: Textile production and clothing industry | - | Recommended year of study:-, Recommended semester: Summer |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Quality Control (12) | Category: Special and interdisciplinary fields | 1 | Recommended year of study:1, Recommended semester: Summer |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Clothing and Textile Engineering (2012) | Category: Textile production and clothing industry | - | Recommended year of study:-, Recommended semester: Summer |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Quality Control (2012) | Category: Special and interdisciplinary fields | 1 | Recommended year of study:1, Recommended semester: Summer |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Product Engineering (2012) | Category: Special and interdisciplinary fields | 1 | Recommended year of study:1, Recommended semester: Summer |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Clothing and Textile Technology (2012) | Category: Textile production and clothing industry | - | Recommended year of study:-, Recommended semester: Summer |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Clothing and Textile Technology (2012) | Category: Textile production and clothing industry | - | Recommended year of study:-, Recommended semester: Summer |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Product Engineering (12) | Category: Special and interdisciplinary fields | 1 | Recommended year of study:1, Recommended semester: Summer |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Product Engineering (2012) | Category: Special and interdisciplinary fields | 1 | Recommended year of study:1, Recommended semester: Summer |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Nonwoven and Nanomaterials (2012) | Category: Textile production and clothing industry | - | Recommended year of study:-, Recommended semester: Summer |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Product Engineering (2012) | Category: Special and interdisciplinary fields | 1 | Recommended year of study:1, Recommended semester: Summer |