Advanced Image Processing, 5 op

Core content

• Lectures on selected topics in image processing:

  • Wavelets and multiresolution signal processing
  • Pyramids, subband coding
  • Sampling and interpolation, B-splines and modifications – Image compression, standards and beyond
  • Image restoration: local and non-local techniques, denoising, deblurring, dehazing, inpainting, demosaicing and super- resolution
  • Deep learning and image processing
  • Image visual quality assessment