Digital
Image Processing
CENG 503
Fall 2008
Instructor: Reza Hassanpour
Office: A215
Email: reza@cankaya.edu.tr
Web: http://ari.cankaya.edu.tr/~reza
Text book: Digital Image Processing, Rafael Gonzalez, 4th edition Addison-Wesley
Syllabus
Ø Introduction
o Elements of digital image processing
o Image model
o Sampling and quantization
o Relationships between pixels
Ø Image Transforms
o Discrete Fourier Transform
o Discrete Cosine Transform
o Haar Transform
o Hadamard Transform
Ø Image Enhancement
o Enhancement by point processing
o Spatial filtering
o Enhancement in the frequency domain
o Color Image Processing
Ø Image Segmentation
o Discontinuity detection
o Edge linking and boundary detection
o Thresholding
o Region oriented segmentation
o Use of motion for segmentation
Ø Representation and Description
o Boundary description
o Regional description
Ø Morphological Image Processing
o Dilation and Erosion
o Opening and Closing
o Some basic morphological algorithms
o Extensions to gray level images
Evaluation
1. Programming assignments %30
2. Term project %30
3. Final exam %40
Announcement: Project presentations will be on January 9, 2009.
Lecture notes