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Computer Vision/Digital Image Processing (Forår 2005)

Kursuskode : IDIP-U1
ECTS Point : 7,5 Status : Tilvalg
Placering : 5-7 semester Timer pr. uge : 4
Længde : 1 semester Undervisningssprog : Dansk hvis der ikke er engelsksprogede studerende tilstede

Hovedindhold : Image sources and image acquisition
Image representation
Human visual perception
Image enhancement in the spatial domain
Image enhancement in the frequency domain
Image restoration
Color image processing
Image compression/decompression
Image segmentation
Object recognition
Undervisningsform : Alternating lectures (approx. 50% of scheduled time), laboratory exercises and course work assignments. Three compulsory course work assignments are to be worked out in groups/teams and documented in team reports.
Krævede forudsætninger : DSM3A or DSM4, or similar documented competences, i.e.
- Time and frequency domain analysis and filtering of sampled data. Time-frequency transforms (Fourier)
- Probabilistic analysis and modeling of sampled data, including prediction.
- Basic information theory: Entropy, coding and compression
- Matrix algebra and MATLAB
Ansvarlig underviser : Keld Baden-Kristensen , keba@dtu.dk