CCE 3203 - Digital Image Processing I 

Credits:    4 
Lectures/Tut.:   28 hrs 
Labs:     9 hrs 
Prerequisite:   CCE 2101, CCE 3201 
Leads to:   None

Detailed Syllabus

• Preliminaries

Images, pixels, resolution, operators, point spread function.

• Image Transforms

Unitary Transforms, Singular value decomposition, 2D-DFT, Karhunen-Loeve Transform.

• Image Enhancement

Histogram equalisation, principal component analysis, image noise, image filtering.

• Image Segmentation

Edge detection, histogram-based thresholding, minimum error thresholding, region-based segmentation.

Assessment
Coursework - 20% 
Exam - 80%

Textbooks

• Lecturer's Notes
• Petrou M., Bosdogianni P., 1999. Image Processing - The fundamentals, Wiley. 
• Gonzalez R.C., Woods R.E., 2002. Digital Image Processing, 2nd edition, Prentice-Hall.