EE798 THEORY OF REMOTE IMAGE FORMATION
Course Content
Multidimensional signals, transforms, and sampling. Propagation and diffraction of waves; optical imaging systems. Fourier transforms in antennas. The ambiguity function; radar imaging systems. Diffraction imaging systems. Reconstruction of images; the frameworks of inverse problems in imaging; ill-posedness and regularization; analytical and numerical optimization tools. Statistical image reconstruction methods (likelihood and Bayesian methods); iterative algorithms; sparse models and compressed sensing. Tomographic imaging with different types of tomography data.