Course Websites
ECE 558 - Digital Imaging
Last offered Spring 2023
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.
Related Faculty
Subject Area
- Signal Processing
Course Director
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.
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
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.
| Title | Section | CRN | Type | Hours | Times | Days | Location | Instructor |
|---|---|---|---|---|---|---|---|---|
| Digital Imaging | D | 34000 | DIS | 4 | 1230 - 1350 | T R | 2013 Electrical & Computer Eng Bldg | Farzad Kamalabadi |
| Digital Imaging | ONL | 75209 | OD | 4 | 1230 - 1350 | T R | Farzad Kamalabadi |