CAS 750 / Model-Based Image Reconstruction

3 unit(s)

C. Anand (cross-listed as CSE *750, eHealth *750)

An overview of three themes in advanced image processing: functional analysis (e.g., Fourier, Wavelet and SVD methods), PDEs (e.g., anisotropic diffusion), optimization of statistical models (e.g. Total Variation regularization). And, a detailed look at specific methods and techniques for applying these methods in new areas: medical imaging, visual process control. Including all phases of application development from mathematical modeling, through complexity analysis.