Image Classification and Change Detection
Topic 6: Machine Learning/AI
Image Classification and Change Detection
Outline
- Understand the different types of change detection
- Image Classification
- Impacts of spatial-temporal scale
- Environmental Consideration
Lecture
- Lecture Slides
- Lecture Recording: Fall 2024 (NCSU Only)
- In-Class Assignment Recording: Fall 2024 (NCSU Only)
Supplemental materials
- Rapid-DEM: Rapid Topographic Updates through Satellite Change Detection and UAS Data Fusion
- Jensen, J.R. Introductory Digital Image Processing: A Remote Sensing Perspective, 4th ed.; Prentice Hall Press: Upper Saddle River, NJ, USA, 2015.