SYDE 671
Advanced Image Processing
Fall 2021
Topics
- Image formation and filtering
- Feature detection and matching
- Machine learning and visual recognition
- Deep learning
- Computer vision and society
- Camera calibration
- Multiple-view geometry and motion
Readings
- Computer Vision: Algorithms and ApplicationsMain textbook.
- Concise Computer Vision
- Deep Learning
- Dictionary of Computer Vision and Image ProcessingFurther subject-specific reading.
- Multiple View Geometry in Computer VisionFurther subject-specific reading.
- Recent research and review papers supplement lectures.
- Further resources include Think Python, Immersive Linear Algebra and Seeing Theory.
Sources
- Course catalogue ↗2026–2027
- course_outline ↗Fall 2021
- Official public PDF outline or course description. Materials and topic extracts may be partial; consult the linked source for the full list.