Text Book
Computer Vision: Algorithms and Applications ,Richard Szeliski , 2th Edition.
Syllabus
| Week | Date | Covered Topics | Comments |
|---|---|---|---|
| 1 | 16/9 | Course organization | |
| 2 | 23/9 | Introduction to Computer Vision: Definition and scope of computer vision. Evolution and Applications of Computer Vision: Overview of the computer vision pipeline and its real-world applications. | Lecture1,2 |
| 3 | 30/9 | Image Processing Application | Image Processing 2010 |
| 4 | 7/10 | Image histogram and Histogram equalization | Lecture 3 |
| 7 | 14/10 | Image Kernel (filter) | Lecture 4 |
| 5 | 21/10 | Convolution – Fundamental Concepts, LPF, Gaussian filter and assignment 2 | Assignment 2 |
| 6 | 28/10-4/11 | Derivation filter , Gradient Filter, Laplacian Filter | Handout 1, Assignment 3 |
| 8 | 11/11 | Canny Edge Detection | Lecture 5 |
| 9 | 18/11 | ||
| 10 | 25/11 | Harris Corner Detector | Lecture 6 Assignment 4 |
| 11 | 2/12 | Linear Least Squares Optimization | Lecture 7 Assignment 5 |
| 12 | 9/12 | Surf Algorithm | Lecture 8 |
| 13 | |||
| 14 | |||
| 15 | presentation | Presentation Evaluation Presentation Schedule |
| student name | Presentation |
| بتول خ. | Utilizing Computer Vision for Enhanced Security and Surveillance: Applications in Speed Monitoring Camera |
| نور ا. | Face recognition |
| زينب ن. | Occlusion in Computer Vision |
| فاطمة الزهراء غ. | Image segmentation |
| مرتضى ص. | Video Analysis in Sports |
| رفل ع. | Bilateral filter |
| الاء ك. | Tree for region splitting and merging |
| شهد ص. | Waste classification using computer vision |
| حسن ج. | Computational Photography: Merging Computer vision with Image enhancement. |
| محمد ج. | Using Computer Vision for Medical Image Analysis |
| عز الدين س. | The Role of Computer Vision in Augmented Reality (AR) |
| محمد ص. | Computer Vision in Advanced Medical Diagnostics |
| احمد م. | Iris Recognition using Computer Vision Technologies |
| علي ا. | Top-Hat and Black-Hat Filters |
| ياسمين ا. | video capturing and live coding via obs |
| حيدر ر. | Background Subtraction |