Multispectral Image Analysis Using the Object-Oriented Paradigm - Brossura

Navulur, Kumar

Brossura

ISBN 10: 0367446243 ISBN 13: 9780367446246

Casa editrice: CRC Press, 2020

Riassunto

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.

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Informazioni sull'autore

Kumar Navulur

Dettagli dell'edizione

• Editore: CRC Press
• Data di pubblicazione: 2020
• Lingua: Inglese
• ISBN 10: 0367446243
• ISBN 13: 9780367446246
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 204
• Contatto del produttore: Taylor and Francis, GPSR Taylor and Francis; gpsr@taylorandfrancis.com; ; Taylor & Francis Verlag GmbH, Kaufingerstraße 24; München; 80331; Germania