Multispectral Satellite Image Understanding From Land Classification to Building and Road Detection /

• Κύριοι συγγραφείς: Ünsalan, Cem (Συγγραφέας), Boyer, Kim L. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : Springer London : Imprint: Springer, 2011.
• Σειρά: Advances in Computer Vision and Pattern Recognition,
• Θέματα: Computer science.; Image processing.; Pattern recognition.; Computer Science.; Image Processing and Computer Vision.; Pattern Recognition.

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...

Πίνακας περιεχομένων:

• 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.