Digital Image Processing

CSC 4260/6260

MW 1:00 – 2:40 PM

Fall 2000

Room 315G

(Computer Number 5062/5063)

 

 

 

Instructor:                  Dr. Saeid Belkasim

                                    762 COE Building

                                    Tel (404) 651-0674

                                    Fax (404) 651-2246

                                    Email :  sbelkasim@cs.gsu.edu

 

Office Hours:             3:00 – 5:00 p.m. MW, others by appointment

 

Text:                           R.C. Gonzalex and R.E. Woods, Digital Image Processing,

                                    Addison, Wesley, 1992

 

Reference:                 A. K. Jain, Fundamentals of Digital Image Processing,

                                    Prentice Hall, 1989.

 

Course Content:         This course covers the basic fundamentals of image processing which include image digitization, description, enhancement, segmentation, image transforms, filtering, restoration, coding and retrieval.  Concepts are illustrated by laboratory sessions in which these techniques are applied to practical situations, including examples from industrial and biomedical image processing.

 

Topics:                        1.  Image Processing Hardware

2.      Introduction/Digital Image Fundamentals

3.      Elements of Scene Analysis

4.      Image description and reconstruction

5.      Image segmentation

6.      Image enhancement

7.      Image transforms

8.      Image Data Compression

9.      Restoration

10.  Multiresolution Image Processing

11.  Basic elements of object recognition

12.  Industrial and biomedical applications

 

 

Prerequisites:             CSC 3410 Data Structures

 

Withdrawals:              The last day for regular withdrawal is Friday October 13, 2000.

 

Requirements:           Students are expected to attend all classes.  Regular completion of all assignments, projects and tests is absolutely essential to succeed in this course.

 

Grading:                     For 4260:

                                    Final Exam:                               40%

                                    Tests (2 midterm tests)              30%

                                    Homework assignments:           30%

 

                                    For 6260

                                    Final Exam:                               40%

                                    Tests (2 midterm tests)              30%

                                    Homework assignments:           30%

 

Other policy:             

·          Make up’s or missed deadlines must be coordinated prior, and are allowed only at the discretion of the instructor. 

 

·          All material submitted for grade must be the student’s own work.

 

·          Collaboration is allowed prior to preparation of actual material that is submitted for grade.

 

Test dates:                 Test #1                                    Wednesday, September 27, 2000

                                    Test #2                                    Wednesday,  November 8, 2000

                                    Final Exam                             Wednesday, December 13, 2000

                                                                                     Room 315G,  12:30 – 2:30 p.m.