Image Classification
Topic 6: Machine Learning & AI
Outline
- Understand the principles of image classification in UAS mapping
- Differentiate between supervised, unsupervised learning methods
- Learn how to apply classification workflows in GRASS
- Interpret and validate classification results using accuracy assessment metrics
- Explore real-world applications of UAS classification for environmental monitoring
Lecture
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.