EEL 5820: DIGITAL IMAGE PROCESSING

FALL 2004

 

Instructor:             Malek Adjouadi (EAS 2672 - Tel: 348 -3019) – email: adjouadi@fiu.edu

 

Office Hours:        M & W: 11:00-12:00 Noon and 2:30-4:00PM

Catalog Data:        Introduction to image processing techniques involving theoretical developments, analysis, and practical implementations of imaging techniques for the solution of real-world problems.

 

Objective:              Introduce the student to the critical technology field of image processing and its applications.  The mathematical foundations of several key topics will be established in direct relation to the practical aspects through several experimental implementations. The challenges in the class sequence of EEL 5820 and EEL 6821, which serve as a Ph.D. breadth requirement sequence, range from a better understanding of the visual machinery of the human brain to the actual theoretical development and practical implementations of image-based techniques.

Topics:                   Image Fundamentals

Image Transforms

                                Image Enhancement

                                Edge Detection

                                Image Segmentation and Description

                                Texture Analysis

                                Image Restoration

                                Image Compression

 

Textbook:              "Digital Image Processing" by Raphael C. Gonzalez and Richard E. Woods, Prentice Hall, 2nd Edition, 2002

 

Journals:                IEEE Transactions on Pattern Analysis and Machine Intelligence

                                IEEE Transactions on Image Processing

                                International Journal of Computer Vision

                                IEEE Transactions on Signal Processing

                                Philosophical Transactions of the Royal Society of London

                                Proceedings of the Royal Society of London

                                IEEE Transactions on Systems, Man and Cybernetics

                                IEEE Transactions on Medical Imaging

Grading:

                                Midterm                                                 30%

                                Laboratory Experiments:                     35 %

                                Final                                                       35%

Please read carefully the Department Regulations for Incomplete Grades:

1.     Must be unable to complete the course through documented circumstances beyond his/her control.

2.     Must be passing the course prior to that part of the course that is not completed.

3.     Must contact the instructor or the secretary immediately before or during the part missed, so the instructor will be aware of the circumstances causing the incomplete.

4.     Must make up the incomplete work through the instructor of the course and should not be allowed to sit through another entire course to make up the incomplete.

5.     Must make proper arrangements with the instructor to complete the course before the last two weeks of the second term.