Two-Dimensional Change Detection Methods: Remote Sensing Applications (SpringerBriefs in Computer Science) - Tapa blanda

Libro 30 de 322: SpringerBriefs in Computer Science

İlsever, Murat

 
9781447142546: Two-Dimensional Change Detection Methods: Remote Sensing Applications (SpringerBriefs in Computer Science)
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ISBN 10: 1447142543 ISBN 13: 9781447142546
Editorial: Springer, 2012

Sinopsis

Change detection using remotely sensed images has many applications, such as urban monitoring, land-cover change analysis, and disaster management. This work investigates two-dimensional change detection methods. The existing methods in the literature are grouped into four categories: pixel-based, transformation-based, texture analysis-based, and structure-based. In addition to testing existing methods, four new change detection methods are introduced: fuzzy logic-based, shadow detection-based, local feature-based, and bipartite graph matching-based. The latter two methods form the basis for a structural analysis of change detection. Three thresholding algorithms are compared, and their effects on the performance of change detection methods are measured. These tests on existing and novel change detection methods make use of a total of 35 panchromatic and multi-spectral Ikonos image sets. Quantitative test results and their interpretations are provided.

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De la contraportada

Change detection using remotely sensed images has many applications, such as urban monitoring, land-cover change analysis, and disaster management. This work investigates two-dimensional change detection methods. The existing methods in the literature are grouped into four categories: pixel-based, transformation-based, texture analysis-based, and structure-based. In addition to testing existing methods, four new change detection methods are introduced: fuzzy logic-based, shadow detection-based, local feature-based, and bipartite graph matching-based. The latter two methods form the basis for a structural analysis of change detection. Three thresholding algorithms are compared, and their effects on the performance of change detection methods are measured. These tests on existing and novel change detection methods make use of a total of 35 panchromatic and multi-spectral Ikonos image sets. Quantitative test results and their interpretations are provided.

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Editorial
Springer
Año de publicación
2012
Idioma
Inglés
ISBN 10 
1447142543
ISBN 13 
9781447142546
Encuadernación
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Número de páginas
84
Contacto del fabricante
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Otras ediciones populares con el mismo título

9781447142560: Two-Dimensional Change Detection Methods: Remote Sensing Applications

Edición Destacada

ISBN 10:  144714256X ISBN 13:  9781447142560
Editorial: Springer, 2012
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