Course unit, curriculum year 2024–2025
COMP.SGN.110
Introduction to Image and Video Processing, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Active in period 2 (21.10.2024–31.12.2024)
Course code
COMP.SGN.110Language of instruction
EnglishAcademic years
2024–2025, 2025–2026, 2026–2027Level of study
Intermediate studiesGrading scale
General scale, 0-5Persons responsible
Responsible teacher:
Moncef GabboujResponsible teacher:
Anton MuravevResponsible organisation
Faculty of Information Technology and Communication Sciences 100 %
Coordinating organisation
Computing Sciences Studies 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
Completion of all options is required.
Participation in teaching
21.10.2024 – 31.12.2024
Active in period 2 (21.10.2024–31.12.2024)
Exam
17.12.2024 – 17.12.2024
Active in period 2 (21.10.2024–31.12.2024)