Image Processing with Matlab (3 op)
Toteutuksen tunnus: TI00CJ15-3005
Toteutuksen perustiedot
Ilmoittautumisaika
02.05.2019 - 04.08.2019
Ajoitus
05.08.2019 - 09.08.2019
Opintopistemäärä
3 op
Toteutustapa
Lähiopetus
Yksikkö
ICT ja tuotantotalous
Toimipiste
Leiritie 1
Opetuskielet
- Englanti
Paikat
0 - 24
Koulutus
- Degree Programme in Information Technology
- Tieto- ja viestintätekniikan tutkinto-ohjelma
Opettaja
- Antti Piironen
- Hiroyuki Aoki
Ryhmät
-
ICTSUMMERICT Summer School
Tavoitteet
Knowledge and understanding:
The student will know filtering in both the spatial domain and the frequency domain through exercising mathematical calculation such as convolution and the Discrete Fourier Transform, applying their knowledge to edge detection, image enhancement, noise reduction and so on, including lowpass filtering and highpass filtering.
Skills:
The student is able to understand basic image processing techniques and use MATLAB programs for them.
Sisältö
Core content level:
How to handle Digital Images in MATLAB, Intensity Transformations, Geometric Spatial Transformations, Linear Spatial Filtering, Nonlinear Spatial Filtering, Convolution, Complex valued plane, Euler’s formula, the Discrete Fourier Transform, Noise Reduction, Lowpass Filtering, Highpass Filtering
Additional content:
Image Restoration
Lisätietoja opiskelijoille
Summer School kurssi
Arviointiasteikko
Hyväksytty/Hylätty
Arviointikriteerit, tyydyttävä (1)
The student understands filtering in both the spatial domain and the frequency domain after performing mathematical calculation exercises.
Arviointikriteerit, hyvä (3)
The student can apply filtering in both the spatial domain and the frequency domain after performing mathematical calculation exercises.
Arviointikriteerit, kiitettävä (5)
The student can apply filtering in both the spatial domain and the frequency domain via the Fourier Transform and utilize those methods in edge detection, image enhancement and noise reduction, including lowpass filtering and highpass filtering.
Arviointikriteeri, hyväksytty/hylätty
The student understands filtering in both the spatial domain and the frequency domain. / The student does not understand filtering.
Esitietovaatimukset
Fundamental engineering mathematics