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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