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Two-Dimensional Change Detection Methods: Remote Sensing Applications (SpringerBriefs in Computer Science) by Murat İlsever, Cem Ünsalan (auth.) is a nonfiction available to read on EtoBox.

What is Two-Dimensional Change Detection Methods: Remote Sensing Applications (SpringerBriefs in Computer Science) about?

"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." Read more... Introduction -- Pixel-Based Change Detection Methods -- Transformation-Based Change Detection Methods -- Texture analysis based change detection methods -- Structure-Based Change Detection Methods -- Fusion of Change D

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Author

Murat İlsever, Cem Ünsalan (auth.)

Publisher

Springer-Verlag London

Published

2012

Language

EN

ISBN

9781283622189

Category

nonfiction

Subjects

Technology, Mathematics, Engineering