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Multispectral Satellite Image Understanding From Land Classification to Building and Road Detection /
Rapid development of remote sensing technology in recent years has greatly increased availability of high-resolution satellite image data. However, detailed analysis of such large data sets also requires innovative new techniques in image and signal processing. This important text/reference present...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London :
Springer London : Imprint: Springer,
2011.
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| Edición: | 1st ed. 2011. |
| Colección: | Advances in Computer Vision and Pattern Recognition,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- 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.