Tentative Syllabus ELEN 642, Fall 2007
Digital Image Processing
Instructor: Jim Ji , 236B WREC, (979) 458-1468 (office), 458-4521 (Lab) E-mail:
Homework and Projects:
will be emailed or posted.
Textbook:
Rafael C.
Gonzalez and Richard E. Woods, Digital Image Processing, Addison Wesley, 2nd
ed., 2002
References:
Oppenheim and Schafer, Discrete-Time Signal
Processing, Prentice-Hall, 1989
A. Jain, Fundamentals of Digital Image
Processing, Prentice-Hall, 1989
Syllabus:
Note:
· 15/8: Review Materials
Topics:
·
Review of
elementary digital signal processing techniques
·
Two-dimensional
(2D) signals, 2D sampling, and 2D transforms
·
Human visual
perception
·
Image formation:
a.
Video scanning
b.
Tomographic
imaging
c.
Remote
sensing/SAR
·
Image
rendering/display
a.
Printing
b.
Electronic
display
·
Image enhancement
and restoration
a.
Processing in
spatial domain
b.
Processing in transformed
domain
·
Morphological
image processing/Genomic image processing (guest lectures)
·
Image and video
co
·
Image analysis
and recognition
a.
Image
segmentation and clustering
b.
Image
registration
c.
Quantitative
analysis
·
Review and project
presentation