Academic Catalog

EE798 THEORY OF REMOTE IMAGE FORMATION

Course Code: 5670798
METU Credit (Theoretical-Laboratory hours/week): 3(3-0)
ECTS Credit: 8.0
Department: Electrical And Electronics Engineering
Language of Instruction: English
Level of Study: Graduate
Course Coordinator: Assist.Prof.Dr SEVN FGEN KTEM
Offered Semester: Spring Semesters.

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.