FIT5221 · Monash University
Intelligent image and video analysis
- Credit points
- 6
- Level
- 5
- Workload
- ≈ 12 h / week
- Faculty
- Information Technology
What it covers
This unit will discuss the fundamental and modern concepts in image and video analysis. You will be introduced to the basics of image processing and low-level vision. The topics related to image formation, operations, features and segmentation will enable you with the understanding for developing vision enabled systems. Concepts related to convolutional neural networks (CNN) will be introduced and recent examples will be thoroughly analysed. Recent computer vision concepts will be discussed from a deep learning perspective. The unit will be balance between the theoretical and the practical implementation aspects of computer vision.
Assessment
| Task | Type | Weight |
|---|---|---|
| Assignment 3 | Project | 20% |
| Assignment 1 | Project | 20% |
| Scheduled final assessment (2 hours and 10 minutes) | Examination | 40% |
| Assignment 2 | Project | 20% |
When and where
| Teaching period | Campus | Mode |
|---|---|---|
| First semester | Clayton | Blended |