CSc
8260 Advanced
Digital Image Processing Summer 2007
(Computer Number 53015)
TT 1:00- 4:40 PM
Room 400-CS
Instructor:
Dr. Saeid Belkasim
34 Peachtree Street
Suite 1448
Tel: (404) 651-0674
Fax:(404) 463-9912
Email:sbelkasim@cs.gsu.edu
Office Hours: 5:00- 6:00 p.m.
TT, others by appointment.
Text:
A. K. Jain, Fundamentals of Digital Image Processing, Prentice Hall,
1989.
Reference:
R. C. Gonzalez and R. E. Woods, Digital Image Processing, Prentice
Hall, 2002
Course Content:
This course covers
the advanced research topics of
image processing which include image digitization,
description,
enhancement, segmentation, image
transforms, filtering, restoration, coding and retrieval.
Students are
encouraged to collect and evaluate
recently published articles in the above general areas.
The following
topics are covered:
Image Perception
Two dimensional Sampling Theory
Image Quantization
Two Dimensional Orthogonal and Unitary Transforms
Properties of Unitary Transforms
Discrete Fourier Transform, an overview
Discrete Cosine Transform
Discrete Sine
Transform
The Haar Transform
The KL Transform
The Wavelet Transform
Image Representation and Modeling
Discrete Random
Fields
Spatial Operations
Generalized Filtering
Multispectral and Color Image Enhancements
Deconvolution
Applications of
Neural and Cellular neural networks in
image processing.
Withdrawals:
The last day for regular withdrawal is Monday, July 2, 2007.
Grading:
Deliverable
Weight
Final
Project
40%
Seminars
30%
Homework
Assignments 30%
Attendance:
Attendance is vital
to success in this class. Roll
will be taken during class.
Prerequisites: CSc 6260 or equivalent
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.
· This
course syllabus outilines a general plan for the course;
deviations may be necessary.