Multispectral Satellite Image Understanding: From Land Classification to Building and Road Detection - Softcover
Inhaltsangabe
Introduction
Part I: Sensors
Remote Sensing Satellites and Airborne Sensors
Part II: The Multispectral Information
Linearized Vegetation Indices
Linearized Shadow and Water Indices
Part III: Land Use Classification
Review on Land Use Classification
Land Use Classification using Structural Features
Land Use Classification via Multispectral Information
Graph Theoretical Measures for Land Development
Part IV: Extracting Residential Regions
Feature Based Grouping to Detect Suburbia
Detecting Residential Regions by Graph Theoretical Measures
Part V: Building and Road Detection
Review on Building and Road Detection
House and Street Network Detection in Residential Regions
Part VI: Summarizing the Overall System
Final Comments
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