CS 4480 Digital Image Processing and Computer Vision
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The aim of this advanced CS 4480 Digital Image Processing and Computer Vision course is to introduce visual info from digital images (image processing), image analysis and visual understanding (computer vision), and image synthesis (computational photography). Key algorithms will be given, starting from classical (e.g. mathematician and Laplacian Pyramids) to modern (e.g. ConvNets, GANs), with on exploitation of these techniques to make sensible systems. This mirrored within the programming assignments. Students can have the chance to amass their pictures and develop, for the most part, from scratch, the image analysis and synthesis tools for resolution applications.
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