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

Author:   Cem Ünsalan ,  Kim L. Boyer
Publisher:   Springer London Ltd
Edition:   2011 ed.
ISBN:  

9781447126560


Pages:   186
Publication Date:   15 July 2013
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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


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Author:   Cem Ünsalan ,  Kim L. Boyer
Publisher:   Springer London Ltd
Imprint:   Springer London Ltd
Edition:   2011 ed.
Dimensions:   Width: 15.50cm , Height: 1.20cm , Length: 23.50cm
Weight:   0.320kg
ISBN:  

9781447126560


ISBN 10:   1447126564
Pages:   186
Publication Date:   15 July 2013
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

Reviews

From the reviews: The authors write that their aims were the proposal of a novel automated end-to-end system to analyze multispectral satellite images and to emphasize how many research problems in remote sensing applications are waiting to be solved by the computer vision community. Well, the book satisfies both these goals. ... it represents a good reference book, even a milestone, for teaching multispectral image understanding to students and/or young researchers. (Primo Zingaretti, IAPR Newsletter, Vol. 34 (3), July-August, 2012)


From the reviews: The authors write that their aims were the proposal of a novel automated end-to-end system to analyze multispectral satellite images and to emphasize how many research problems in remote sensing applications are waiting to be solved by the computer vision community. Well, the book satisfies both these goals. ... it represents a good reference book, even a milestone, for teaching multispectral image understanding to students and/or young researchers. (Primo Zingaretti, IAPR Newsletter, Vol. 34 (3), July-August, 2012)


From the reviews: The authors write that their aims were the proposal of a novel automated end-to-end system to analyze multispectral satellite images and to emphasize how many research problems in remote sensing applications are waiting to be solved by the computer vision community. Well, the book satisfies both these goals. ... it represents a good reference book, even a milestone, for teaching multispectral image understanding to students and/or young researchers. (Primo Zingaretti, IAPR Newsletter, Vol. 34 (3), July-August, 2012)


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