Course detail
Computer Vision Applications
FEKT-MAPVAcad. year: 2012/2013
Course acquaints with the most important problems of computer vision in technical practice –measuring of dimensions, position and orientation, inspection systems, OCR, 3D objects reconstruction, navigation, motion analysis etc. It introduces implementation of basic principles used in computer vision, parameters of classical and special means for image acquisition and processing. Subject matter is presented on real applications solved not only in academic (Group of computer vision UAMT) but also in commercial domain.
Language of instruction
Number of ECTS credits
Mode of study
Guarantor
Learning outcomes of the course unit
Prerequisites
Co-requisites
Planned learning activities and teaching methods
Assesment methods and criteria linked to learning outcomes
Course curriculum
2. Basic physical principles
3. Hardware specifics
4. Development tools
5. Objects detection and planar measurement
6. Defectoscopy and classification
7. Optical 3D measurement
8. Object tracking
9. Optical character recognition
10. Biometry, medicine and biology
11. Traffic tasks
12. Specialized applications
Work placements
Aims
Specification of controlled education, way of implementation and compensation for absences
Recommended optional programme components
Prerequisites and corequisites
- compulsory prerequisite
Computer Vision
Basic literature
Recommended reading
Classification of course in study plans
Type of course unit
Lecture
Teacher / Lecturer
Syllabus
2. Basic physical principles used in computer vision
3. Particularity of hardware for image acquisition and processing
4. Measuring in plain – precise measuring of dimensions, position and orientation
5. Detection of product presence and completeness, counting of objects in image, classification according to shape, colour, surface attributes etc.
6. Defectoscopy, inspection systems – detection of product surface defects, inspection of transparent materials etc.
7. OCR – licence plates, character reading, conversion of printed book to electronic
8. Measuring of 3D dimensions, volume metering, 3D digital models
9. Area navigation, robot positioning – 3D, trajectory monitoring
10. Motion – motion detection, moving objects detection, trajectory monitoring, 3D attributes of objects. Traffic problems – velocity measuring, red-light crossing vehicles detection, critical states detection
11. Biological images analysis, biometric data measuring
12. Other applications – contactless temperature metering (thermocamera), deformation metering (interferometer), astral sky image analysis
13. Computer vision together with computer graphics
Laboratory exercise
Teacher / Lecturer
Syllabus
- dimensions measuring
- detection and recognitions of surface defects on electronic components
- recognition of objects in image
- 3D problems
- traffic situations monitoring
- and others