ECE 558
Digital Imaging

Section Type Times Days Location Instructor
D DIS 0800 - 0920 T R   168 Everitt Lab  Richard Blahut
Web Page http://courses.engr.illinois.edu/ece558/
Official Description Multidimensional signals, convolution, transforms, sampling, and interpolation; design of two-dimensional digital filters; sensor array processing and range-doppler imaging; applications to synthetic aperture radar, optics, tomography, radio astronomy, and beam-forming sonar; image estimation from partial data. Course Information: Prerequisite: ECE 310 and ECE 313.
Subject Area Signal Processing
Course Prerequisites Credit in ECE 410
Credit in ECE 313 or STAT 410
Course Directors Farzad Kamalabadi
Detailed Description and Outline

Topics:

  • Multidimensional signal theory: multidimensional signals, convolution, transforms, sampling, and interpolation; design of two-dimensional digital filters; fast algorithms for multidimensional convolution, DFT, corner turning, Fourier transforms in optics and antennas
  • Sensor array processing and imaging: ambiguity function, range-Doppler radar, reconstruction of signals from projections, tomography, synthetic aperture radar, radio astronomy, beam forming sonar
  • Image estimation: image reconstruction from partial data; phase retrieval, deblurring
Texts

R. E. Blahut, "Theory of Remote Image Formation", Cambridge University Press, 2005.

Last updated: 2/13/2013