Computational Imaging - part I

• Image processing, Computer Vision and Computer Graphics
• Image processing Tools
• Image filtering
• The Discrete Fourier Transform and its use in image procressing
• Computational imaging and inverse problems
• The model-based regularization approach
• Pills of numerical optimization
• Image deblur (or Image Deconvolution)
• Super resolution
• Evaluation of output images
• Homework 1- Model based reconstructions
• Hybrid methods: Plug and Play
• Hybrid methods: unrolling algorithms
• Other hybrid methods