Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data
Varshney, Pramod K.; Arora, Manoj K.
ISBN 10: 3540216685 ISBN 13: 9783540216681
Editorial: Springer, 2004
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In. N° de ref. del artículo ria9783540216681_new
Sinopsis:
The first of its kind, this book reviews image processing tools and techniques including Independent Component Analysis, Mutual Information, Markov Random Field Models and Support Vector Machines. The book also explores a number of experimental examples based on a variety of remote sensors. The book will be useful to people involved in hyperspectral imaging research, as well as by remote-sensing data like geologists, hydrologists, environmental scientists, civil engineers and computer scientists.
Reseña del editor:
The first of its kind, this book reviews image processing tools and techniques including Independent Component Analysis, Mutual Information, Markov Random Field Models and Support Vector Machines. The book also explores a number of experimental examples based on a variety of remote sensors. The book will be useful to people involved in hyperspectral imaging research, as well as by remote-sensing data like geologists, hydrologists, environmental scientists, civil engineers and computer scientists.
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Título: Advanced Image Processing Techniques for ...
Editorial: Springer
Año de publicación: 2004
Encuadernación: Encuadernación de tapa dura
Condición: New
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Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data
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Springer Berlin Heidelberg, 2004
ISBN 10: 3540216685
ISBN 13: 9783540216681
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Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data
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Buch. Condición: Neu. Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data | Manoj K. Arora (u. a.) | Buch | Einband - fest (Hardcover) | Englisch | 2004 | Springer-Verlag GmbH | EAN 9783540216681 | Verantwortliche Person für die EU: Spektrum-Akademischer Vlg, Slevogtstr. 3-5, 69126 Heidelberg, productsafety[at]springernature[dot]com | Anbieter: preigu Print on Demand. Nº de ref. del artículo: 102442576
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ISBN 10: 3540216685
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Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data
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ISBN 13: 9783540216681
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Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The first of its kind, this book reviews image processing tools and techniques including Independent Component Analysis, Mutual Information, Markov Random Field Models and Support Vector Machines. The book also explores a number of experimental examples based on a variety of remote sensors. The book will be useful to people involved in hyperspectral imaging research, as well as by remote-sensing data like geologists, hydrologists, environmental scientists, civil engineers and computer scientists. 340 pp. Englisch. Nº de ref. del artículo: 9783540216681
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Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data
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ISBN 13: 9783540216681
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Buch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - Over the last fifty years, a large number of spaceborne and airborne sensors have been employed to gather information regarding the earth's surface and environment. As sensor technology continues to advance, remote sensing data with improved temporal, spectral, and spatial resolution is becoming more readily available. This widespread availability of enormous amounts of data has necessitated the development of efficient data processing techniques for a wide variety of applications. In particular, great strides have been made in the development of digital image processing techniques for remote sensing data. The goal has been efficient handling of vast amounts of data, fusion of data from diverse sensors, classification for image interpretation, and development of user-friendly products that allow rich visualization. This book presents some new algorithms that have been developed for high dimensional datasets, such as multispectral and hyperspectral imagery. The contents of the book are based primarily on research carried out by some members and alumni of the Sensor Fusion Laboratory at Syracuse University. Nº de ref. del artículo: 9783540216681
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