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Course unit, curriculum year 2020–2021
COMP.SGN.110
Introduction to Image and Video Processing, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Active in period 2 (19.10.2020–31.12.2020)
Active in period 3 (1.1.2021–7.3.2021)
Active in period 4 (8.3.2021–31.5.2021)
Course code
COMP.SGN.110Language of instruction
English, FinnishAcademic year
2020–2021Level of study
Intermediate studiesGrading scale
General scale, 0-5Persons responsible
Responsible teacher:
Moncef GabboujResponsible teacher:
Jenni RaitoharjuResponsible teacher:
Sari PeltonenResponsible organisation
Faculty of Information Technology and Communication Sciences 100 %
Core content
- Definition and representation of digital image, basics of the human visual system, brightness adaptation and discrimination, image formation, two-dimensional sampling and quantization
- Image enhancement and restoration both in spatial and frequency domains, two-dimensional discrete Fourier transform and classes of spatial and frequency domain filters
- The basics of color vision, color models and pseudocolor images
- The basics of video processing, video file formats, resolutions and bit rates
- Motion analysis and estimation, motion compensated filtering, deinterlacing and sampling rate conversion
- Topics of the possible visiting lecture
Complementary knowledge
- History of digital image processing, application areas and basic relationships between pixels
- Continuous two-dimensional Fourier transform, properties of the two-dimensional discrete Fourier transform, other transforms and mathematical representation of individual filters
- Color transformations between color models, color image smoothing and sharpening
- Video enhancement
- Details of the possible visiting lecture
Specialist knowledge
- Mathematical derivation of the properties of the two-dimensional discrete Fourier transform
- MPEG standards
Learning outcomes
Prerequisites
Compulsory prerequisites
Further information
Learning material
Equivalences
Studies that include this course
Completion option 1
Tentin voi korvata viikkokokeilla.
Completion of all options is required.
Participation in teaching
19.10.2020 – 03.12.2020
Active in period 2 (19.10.2020–31.12.2020)
19.10.2020 – 03.12.2020
Active in period 2 (19.10.2020–31.12.2020)
Exam
19.10.2020 – 24.03.2021
Active in period 2 (19.10.2020–31.12.2020)
Active in period 3 (1.1.2021–7.3.2021)
Active in period 4 (8.3.2021–31.5.2021)
07.12.2020 – 30.04.2021
Active in period 2 (19.10.2020–31.12.2020)
Active in period 3 (1.1.2021–7.3.2021)
Active in period 4 (8.3.2021–31.5.2021)