SYDE 673
Video Processing and Analysis
Winter 2021
Topics
- Week 1
- Introduction
- Background
- Week 2 2
- Week 3
- Optical flow
- Scene Flow
- Motion flow
- Week 4
- Optical flow ctn.
- Week 5
- 2d Visual Tracking, single, multiple
- 3d Tracking
- Week 6
- Kalman Filter
- Particle Filter
- Time Series tools
- Week 7
- Human Body Pose tracking
- Week 8
Readings
- Szeliski, R. (2020). Computer vision: algorithms and applications. Springer Science. Free pdf available at https://szeliski.org/Book/
- Timothy D. Barfoot, ”State Estimation for Robotics”, July 2017, Cambridge University Press Free pdf available: http://asrl.utias.utoronto.ca/ tdb/bib/barfoot ser17.pdf
- by Week 6 - Come up to speed on all material that is covered in 671 and LeCun’s Deep Learning online course.. by Week 3 - Select Project topic.
Sources
- Course catalogue ↗2026–2027
- course_outline ↗Winter 2021
- Official public PDF outline or course description. Materials and topic extracts may be partial; consult the linked source for the full list. Course title supplied from the current catalogue because the archival heading only gives the code.