ECE 547, Fall 2007
General Information
| Instructor |
Professor Thomas S. Huang
2039 Beckman Institute
Tel: 217-244-1638
Fax: 217-244-8371
huang at
ifp dot
uiuc dot
edu
|
| Teaching Assistant |
Dennis Lin
2259 Beckman Institute
Tel: 217-244-1089
djlin at
uiuc dot
edu
Jianchao (John) Yang
2323 Beckman Institute
Tel: 217-244-2960
jyang29 at
uiuc dot
edu
Mert Dikmen
2323 Beckman Institute
Tel: 217-244-2960
mdikmen at
uiuc dot
edu
|
| Lecture |
Tuesday, Thursday 11:30-12:50pm
305
Material Science and Engineering Building
|
| Office Hour (held by TA) |
Tuesday 2:00-3:30pm
Beckman Institute, 2nd Floor, Eastern Bridge
|
| |
| Prerequisites |
ECE410
and
ECE313
or equivalent
|
| Course Description |
Same as CSE 543. 1 unit.
Examines fundamental concepts, techniques, and directions of
research in image processing. Topics include two-dimensional
Fourier transform and filtering, image digitization, coding,
restoration, reconstruction, analysis, and recognition.
|
| Grading Policy |
| Homework and Machine Problems | 50% |
| 3 Tests | 50% |
|
| Tentative Test Dates |
| Thursday, 9/30/08 | 7-9:00pm |
| Tuesday, 11/04/08 | 7-9:00pm |
| Thursday, 12/09/08 | 7-9:00pm |
|
Lecture Topics
| Topic |
Number of Lectures |
| Introduction and Motivation |
1 |
| 2D Fourier Transform |
3 |
| Fractal Image/Video Coding |
2 |
| Waveform-based image/video coding |
4 |
| 3D model-based video coding and motion analysis |
2 |
| 3D Reconstruction – Reconstruction from projections phase
retrieval |
3 |
| Image restoration – SVD, projection on convex sets |
2 |
| Order-statistics filters and mathematical morphology |
1 |
| Image segmentation |
1 |
| Texture, shape and structure |
2 |
| Image and video databases |
3 |
| Geometric optics |
1 |
| Optical Fourier transform |
1 |
Text: Lecture Notes will be made
available at Upclose.
Reference Books:
- R.C. Gonzalez and R.E. Woods,
Digital Image Processing, 2nd ed, Prentice Hall,
2002.
- A. C. Bovik,
Handbook of Image and Video Processing, Academic Press,
2nd ed., 2005.
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