Digital Imaging Systems
Syllabus, Master's level, 1MD130
- Education cycle
- Second cycle
- Main field(s) of study and in-depth level
- Computer Science A1F, Image Analysis and Machine Learning A1F
- Grading system
- Fail (U), Pass (3), Pass with credit (4), Pass with distinction (5)
- Finalised by
- The Faculty Board of Science and Technology, 24 October 2022
- Responsible department
- Department of Information Technology
120 credits including participation in either Introduction to Image Analysis or Computer-Assisted Image Analysis. Proficiency in English equivalent to the Swedish upper secondary course English 6.
On completion of the course, the student should be able to:
- describe the physics and technique behind modern imaging techniques
- describe basic principles for sample preparation in relation to the different imaging techniques
- reason and analyse around the possibilities and limitations in resolution with regards to time, space and spectrum
- describe how the different techniques affect the imaged sample, and reason about the effects that might have on the image and subsequent interpretation/analysis
- judge and reason about the suitability of different imaging techniques in combination with image processing/analysis and machine learning methods for different applications
The course will present different imaging techniques that have been developed over the last decades in a unified way, and to compare and contrast the possibilities and limitations with the respective techniques. Techniques that will be covered in the course are different sensor types, laser scanning, multispectral imaging, microscopy (light, fluorescence, electron), and medical imaging systems (MR, CT, PET, SPECT, US).
Lectures by experts in the different imaging techniques.
If there are special reasons for doing so, an examiner may make an exception from the method of assessment indicated and allow a student to be assessed by another method. An example of special reasons might be a certificate regarding special pedagogical support from the disability coordinator of the university.
No reading list found.