Features
- Provides the basics of feature extraction methods and applications along with the fundamentals of machine learning
- Discusses in detail the application of machine learning techniques in geospatial building feature extraction
- Explains the methods for estimating object height from optical satellite remote sensing images using Python
- Includes case studies that demonstrate the use of machine learning models for building footprint extraction and photogrammetric methods for height assessment
- Highlights the potential of machine learning and geospatial technology for future project developments
This book will be of interest to professionals, researchers, and graduate students in geoscience and earth observation, machine learning and data science, civil engineers, and urban planners.
