E-Books →Building Feature Extraction with Machine Learning Geospatial Applications

Features
Provides the basics of feature extraction methods and applications along with the fundamentals of machine learningDiscusses in detail the application of machine learning techniques in geospatial building feature extractionExplains the methods for estimating object height from optical satellite remote sensing images using PythonIncludes case studies that demonstrate the use of machine learning models for building footprint extraction and photogrammetric methods for height assessmentHighlights 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.