Computer Vision - CAP5415
Computer Vision CAP5415, courses 2012 and 2014 combined into one course. Taught by Dr. Mubarak Shah at UCF.
Lectures
# | Lecture | Slides | Video | Date | Meeting time (GMT) |
---|---|---|---|---|---|
1 | Introduction to Computer Vision | 2012 | 2014 | 2012 | 31/08/2020 | 8:30am |
2 | Filtering | 2012 | 2014 | 2012 | 2014 | 02/09/2020 | 8:30am |
3 | Edge Detection | 2012 | 2014 | 2012 | 2014 | 04/09/2020 | 8:30am |
4 | Matlab Tutorial | 2012 | 2012 | 07/09/2020 | 8:30am |
5 | Interest Point Detection, Harris Corner Detector | 2012 | 2014 | 2012 | 2014 | 09/09/2020 | 8:30am |
6 | Pyramids | 2012 | 2014 | 2012 | 2014 | 11/09/2020 | 8:30am |
7 | Scale-invariant feature transform (SIFT) | 2012 | 2014 | 2012 | 2014 | 15/09/2020 | 8:30am |
8 | Histograms of Oriented Gradients (HOG) | 2012 | 2012 | 18/09/2020 | 8:30am |
9 | Optical Flow | 2012 | 2014 | 2012 | 2014 | 22/09/2020 | 8:30am |
10 | Motion Models | 2012 | 2014 | 2012 | 2014 | 25/09/2020 | 8:30am |
11 | Global Motion | 2012 | 2014 | 2012 | 2014 | 29/09/2020 | 8:30am |
12 | KLT Tracking | 2012 | 2014 | 2012 | 2014 | 02/10/2020 | 8:30am |
13 | Mean-Shift Tracking | 2012 | 2012 | 06/10/2020 | 8:30am |
14 | SVM | 2014 | 2014 | 09/10/2020 | 8:30am |
15 | Camera Model and Calibration | 2012 | 2014 | 2012 | 2014 | 13/10/2020 | 8:30am |
16 | Fundamental Matrix | 2012 | 2014 | 2012 | 2014 | 16/10/2020 | 8:30am |
17 | Face Recognition | 2012 | 2014 | 2012 | 2014 | 20/10/2020 | 8:30am |
18 | Structure from Motion | 2012 | 2014 | 2012 | 2014 | 23/10/2020 | 8:30am |
19 | Stereo | 2012 | 2012 | 27/10/2020 | 8:30am |
20 | Bag of Words | 2012 | 2014 | 2012 | 2014 | 30/10/2020 | 8:30am |
21 | Hough Transform | 2012 | 2014 | 2012 | 2014 | 03/11/2020 | 8:30am |
22 | Deformable Part Model (DPM) | 2014 | 2014 | 06/11/2020 | 8:30am |
Assigments
2012
- Programming Assignment 1 (zip)
- Programming Assignment 2 (pdf)
- Programming Assignment 3 (pdf) – Data and Sample Outputs (zip)
- Bonus Programming Assignment (pdf) – Data (zip)
2014
- Programming Assignment 1 (PA1.rar)
- Programming Assignment 2 (PA2.rar)
- Programming Assignment 3 (pdf)
- Programming Assignment 4 (pdf)
- Homework Assignment 1 (pdf)
Reference Text
- Mubarak Shah, Fundamentals of Computer Vision
- Richard Szeliski, Computer Vision: Algorithms and Application
- Emanuele Trucco, Alessandro Verri, Introductory Techniques for 3-D Computer Vision, Prentice Hall, 1998.