Computer Vision (SBE404B) - Spring 2019
Teaching Staff
Instructors: Prof. Ahmed M. Badawy and Assistant. Prof. Muhammed Rushdi
Demonstrators: Eng. Asem Alaa and Eng. Ayman Anwar
Lecture Hours
Monday, 3rd slot (+ 2nd slot each two weeks).
Section Hours
| Section | Day | Time Slot |
|---|---|---|
| 1 | Wednesday | 1st |
| 2 | Wednesday | 2nd |
Office Hours
| Day | Time |
|---|---|
| Tuesday | from 10am to 4pm |
| Wednesday | from 4pm to 8pm |
Grading
| Item | Percent |
|---|---|
| Final Exam | 60% |
| Semester work grades (Total) | 40 % |
| Semester work grades | Percent |
|---|---|
| Midterm | 30% |
| Project, Assignments | 50% |
| Quizzes, Attendance | 20% |
Course Outline
| Week | Content | Assignments |
|---|---|---|
| 1 | Image Processing 1 (Operators) | Assignment 1 |
| 2 | Image in Frequency Domain | |
| 3 | Histogram processing | |
| 4 | Hough Transform (Line and Circle Detection) | Assignment 2 |
| 5 | Harris operator, Otsu thresholding | |
| 6 | Region Growing and Clustering Segmentation | |
| 7 | Feature Extraction, Description and matching | Assignment 3 |
| 7 | Principle Component Analysis(PCA) and face recognition |
Tutorials
- Week 1. Image Processing 1 (Operators):
- Week 2. Image in Frequency Domain:
- Week 3. Histogram Processing and Local Operators (1):
- Week 4. Hough Transform (Line and Circle Detection):
- Week 5. Harris operator, Otsu thresholding, and Revision:
- Week 6. Region Growing and Clustering Segmentation:
- Week 7. Feature Extraction, Description and matching:
- Week 8. Principle Component Analysis(PCA) and face recognition:
Assignments
-
Assignment 1: Images, Histograms, Gradients
-
Assignment 2: Spatian Domain Filters, Frequency domain filters, Hough Transforms
-
Assignment 3: Corner Detection, Segmentation and Clustering, and Active Contours (Snake)