CAP5415 – Computer Vision
(3 Credit Hours)
Fall 2020
[ Home | Schedule | Course Material | Grading Policy | Projects ]
This schedule is preliminary and will be updated as we progress.
| Lecture | Date | Topic | Course material | Notes |
|---|---|---|---|---|
| 1 | Tue, 08/25/2020 | Introduction to Computer Vision | Slides Video [Lecture] Video [Administrative] | |
| 2 | Thu, 08/27/2020 | Linear Algebra | Slides Video [Lecture] Video [Administrative] Video [Discussion - police chase] | Homework-0 due on Friday |
| 3 | Tue, 09/01/2020 | Image Filtering - I | Slides Video [Lecture part-1] | |
| 4 | Thu, 09/03/2020 | Image Filtering - II Edge Detection - I | Slides [Filtering-part 2] Video [Filtering-part-2] Slides [Edge detection-part 1] Video [Edge detection-part 1] | Homework-1 due on Monday |
| 5 | Tue, 09/08/2020 | Edge Detection - II | Slides [Edge detection-part 2] Video [Edge detection-part 2] | |
| 6 | Thu, 09/10/2020 | Introduction to Neural Networks | Slides Video | Homework-2 due on Monday |
| 7 | Tue, 09/15/2020 | Introduction to Convolutional Neural Networks - I | Slides Video [Lecture part-1] Video [Administrative] | |
| 8 | Thu, 09/17/2020 | Introduction to Convolutional Neural Networks - II Training Convolutional Neural Networks - I | Slides [Introduction to CNN - II] Video [Introduction to CNN - II] Slides [Training CNN - I] Video [Training CNN - I] | Homework-3 due on Monday |
| 9 | Tue, 09/22/2020 | Training Convolutional Neural Networks - II | Slides [Training CNN - II] Video [Training CNN - II] | |
| UCF HPC GPU Accounts presentation | Dr. R. Paul Wiegand Slides Video | |||
| 10 | Thu, 09/24/2020 | PyTorch Tutorial - I | Slides Video | Homework-4 due on Monday |
| 11 | Tue, 09/29/2020 | PyTorch Tutorial - II | Slides Video [PyTorch Tutorial-II] Video [Administrative] | |
| 12 | Thu, 10/01/2020 | PyTorch Tutorial - III | Slides Video | No Homework |
| 13 | Tue, 10/06/2020 | Features - I | Slides Video | |
| 14 | Thu, 10/08/2020 | Features - II | Slides [SIFT] Video [SIFT] Slides [Autoencoder] Video [Autoencoder] | Homework-5 due on Monday |
| 15 | Tue, 10/13/2020 | Classification - I | Slides Video Video [Administrative] | |
| 16 | Thu, 10/15/2020 | Classification - II | Slides [Classification - I.2] Video [Classification - I.2] Slides [Classification - II] Video [Classification - II] | No Homework |
| 17 | Tue, 10/20/2020 | Classification - III | Slides Video Video [Administrative] | |
| Thu, 10/22/2020 | Mid-Term Exam - I | No Homework | ||
| 18 | Tue, 10/27/2020 | Object Detection - I | Slides Video Video [Administrative] | |
| 19 | Thu, 10/29/2020 | Object Detection - II | Slides Video | Homework-6 due on Monday |
| 20 | Tue, 11/03/2020 | Object Detection - III | Slides Video | Homework-7 due on Friday |
| 21 | Thu, 11/05/2020 | Image Segmentation - I | Slides Video | Homework-8 due on Monday |
| 22 | Tue, 11/10/2020 | Image Segmentation - II | Slides Video | |
| 23 | Thu, 11/12/2020 | Semantic Segmentation | Slides Video | Homework-9 due on Monday |
| 24 | Tue, 11/17/2020 | Instance Segmentation | Slides [Semantic Segmentation] Video [Semantic Segmentation] Slides [Instance Segmentation] Video [Instance Segmentation] | |
| 25 | Thu, 11/19/2020 | Optical Flow | Slides Video Video [Administrative] | Homework-10 due on Monday |
| 26 | Tue, 11/24/2020 | Action Recognition | Slides Video Video [Administrative] | |
| Thu, 11/26/2020 | Thanksgiving Holiday | |||
| Tue, 12/01/2020 | Mid-Term Exam - II | |||
| 27 | Thu, 12/03/2020 | Camera Model | Slides Video [Lecture] Video [Administrative] | |