Course Code:
mltlb
Duration:
14 hours
Course Outline:
Working with images
- Image acquisition
- Image types and input/output
- Working with colour images.
Pre-processing/Image enhancement
- Contrast adjustment
- Image filtering
- Morphological operations (Dilation, reconstruction)
- Deblurring by deconvolution
- Defining regions of interest
- Image arithmetic
Image analysis
- Edge detection
- Quadtree decomposition
- Summarizing image properties: intensity histograms, correlations
- Texture analysis
- Summaries of image quality: signal-to-noise ratio.