Spring 2019
Instructor: Dr. Vangelis Metsis
Time and Place of Class Meetings:
TuTh 9:30am - 10:50am, UAC 409
Syllabus: PDF
The lecture slides and materials can be found at the TRACS e-learning platform.
As the instructor for this course, I reserve the right to adjust this schedule in any way that serves the educational needs of the students enrolled in this course. -Vangelis Metsis.| Class | Date | Topic | Notes |
|---|---|---|---|
| 1 | 01/22 | Introduction | - |
| 2 | 01/24 | MATLAB Basics | - |
| 3 | 01/29 | Elementary Image Operations | - |
| 4 | 01/31 | Image Transformations and Filters | - |
| 5 | 02/05 | Gradients and Edge Detection | Assignment 1 Due (2/4/19). |
| 6 | 02/07 | Gradients and Edge Detection (Cont.) | - |
| 7 | 02/12 | Model Fitting - Hough Transforms | Assignment 2 due (2/11/19). |
| 8 | 02/14 | Segmentation and Clustering | - |
| 9 | 02/19 | Color and Texture - Skin Detection | - |
| 10 | 02/21 | Matching Binary Images - Chamfer Distance | Assignment 3 due (2/20/19). |
| 11 | 02/26 | Template Matching | - |
| 12 | 02/28 | Principal Component Analysis and Eigenfaces | Assignment 4 due (2/27/19). |
| 13 | 03/05 | Image preprocessing and feature extraction | - |
| 14 | 03/07 | Object recognition and bag of features | Assignment 5 due (3/6/19). |
| 15 | 03/12 | Boosting and Adaboost. Final Project Overview. | - |
| 16 | 03/14 | Nearest Neighbor Match | Assignment 6 due (3/13/19). |
| 17 | 03/26 | Tracking and Motion Estimation | - |
| 18 | 03/28 | Gesture Recognition | Assignment 7 due (3/27/19). |
| 19 | 04/02 | MIDTERM EXAM | - |
| 20 | 04/04 | Gesture Recognition (Cont.) | - |
| 21 | 04/09 | Camera Model and Stereo Vision | Assignment 8 due (4/8/19). |
| 22 | 04/11 | Camera Model and Stereo Vision (Cont.) | - |
| 23 | 04/16 | Searching Image Databases | Assignment 9 due (4/15/19). |
| 24 | 04/18 | Deep Learning-based classification | |
| 25 | 04/23 | Final Project Presentations | Final Project Due (4/22/19). |
| 26 | 04/25 | Final Project Presentations | - |
| 27 | 04/30 | Final Project Presentations | - |
| 28 | 05/02 | Final Project Presentations | - |
| - | 05/14 | FINAL EXAM DATE (8:00AM - 10:30AM) |