Multispectral Image Analysis Using the Object-Oriented Paradigm

Kumar Navulur (Mapping Science Institute, Longmont, Colorado, USA)

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English

CRC Press
05 March 2020

Geographical information systems (GIS) & remote sensing; Imaging systems & technology

Series: Remote Sensing Applications Series

Bringing a fresh new perspective to remote sensing, object-based image analysis is a paradigm shift from the traditional pixel-based approach. Featuring various practical examples to provide understanding of this new modus operandi, Multispectral Image Analysis Using the Object-Oriented Paradigm reviews the current image analysis methods and demonstrates advantages to improve information extraction from imagery.

This reference describes traditional image analysis techniques, introduces object-oriented technology, and discusses the benefits of object-based versus pixel-based classification. It examines the creation of object primitives using image segmentation approaches and the use of various techniques for object classification. The author covers image enhancement methods, how to use ancillary data to constrain image segmentation, and concepts of semantic grouping of objects. He concludes by addressing accuracy assessment approaches. The accompanying downloadable resources present sample data that enable the use of different approaches to problem solving.

Integrating remote sensing techniques and GIS analysis, Multispectral Image Analysis Using the Object-Oriented Paradigm distills new tools to extract information from remotely sensed data.

By: Kumar Navulur (Mapping Science Institute Longmont Colorado USA)
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 371g
ISBN: 9780367446246
ISBN 10: 0367446243
Series: Remote Sensing Applications Series
Pages: 204
Publication Date: 05 March 2020
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Navulur\, Kumar

Reviews for Multispectral Image Analysis Using the Object-Oriented Paradigm

. . . Navulur's book makes a valuable contribution because it offers a well-organized reference to contemporary developments in object-oriented image analysis, along with various creative ideas for implementation of these methods in practical solutions. - Matthew Ramspott, Department of Geography, Frostburg State University, in Photogrammetric Engineering & Remote Sensing, September 2007, Vol. 73, No. 9