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ECE 533 Digital Image Processing

ECE 533 Digital Image Processing. Outline. Course homepage: http://www.cae.wisc.edu/~ece533/ Course descriptions Outlines Course conduct. Goals: Understand 2D signal processing theory Familiar with basic image processing techniques: filtering, restoration, coding

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ECE 533 Digital Image Processing

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  1. ECE 533 Digital Image Processing

  2. Outline • Course homepage: • http://www.cae.wisc.edu/~ece533/ • Course descriptions • Outlines • Course conduct (c) 2002-2004 by Yu Hen Hu

  3. Goals: Understand 2D signal processing theory Familiar with basic image processing techniques: filtering, restoration, coding Exposure to some advanced topics: segmentation, etc. Pre-requisites linear signals and systems, 1-D Fourier Transform, basic linear algebra, basic probability theory and basic programming techniques. Knowledge of ECE431 Digital Signal Processing is desirable. Course Description (c) 2002-2004 by Yu Hen Hu

  4. Optional Discussion Used for teaching Matlab image processing box and perhaps other software Schedule will be announced separately Office hours TBA Textbook: Digital Image Processing R. C. Gonzalez and R. E. Woods Addison-Wesley Pub. Co., New York, (2nd edition) 2002 Text book website: http://www.imageprocessingbook.com/ Course Description (c) 2002-2004 by Yu Hen Hu

  5. Computer Usage: Mainly using Matlab with image processing toolbox. Project may require use of scanner or digital camera. If so, instruction of proper usage will be provided. Grading policy: 15 % Five to six homework assignments 40 % Two Midterm examinations 30 % Final Examination 15 % Project Course Description (c) 2002-2004 by Yu Hen Hu

  6. Tentative plan, will be updated from time to time. Exam Dates (firm): 9/30, R, in-class, midterm #1 10/28, R, in-class, midterm #2 12/17, F, 2:45-4:45 pm, final exam. All in 1610 Engr. Hall Homeworks due in class. Some homework problems may require posting on your own web page. So each student should prepare a web page on his/her CAE unix account. Course Outline (c) 2002-2004 by Yu Hen Hu

  7. Team project: 2-person team work on a project. 3-person or more in a team would require instructor approval A list of potential project topics will be suggested. Students may also propose their own project topics subject to approval. A written project proposal and report must be submitted. Power-point project presentation is also required. Project is graded on: Difficulty/complexity Originality/creativity Completeness, presentation, etc. Project (c) 2002-2004 by Yu Hen Hu

  8. You must do the homework on your own! Copying other’s homework or exam papers is a serious offense of academic misconduct and will be pursued according to university rules http://www.wisc.edu/students/conduct.htm If you have conflict with exam hours, inform your instructor at least two weeks before the exam to discuss possible alternatives. Final examination date and time can not be changed unless direct conflict with other finals. Course conduct (c) 2002-2004 by Yu Hen Hu

  9. Introduction Motivation, Review of mathematics and theories Human visual system Vision Color Image enhancement Point based Filtering transformation Image restoration Degradation model Inverse filtering Constrained optimization Image coding Transform coding Video coding Image analysis Edge detection Segmentation representation Course Plan (c) 2002-2004 by Yu Hen Hu

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