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Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data - Tapa dura

Arora, M. K.; Varshney, Pramod K.

 
9783540216681: Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data
Tapa dura
ISBN 10: 3540216685 ISBN 13: 9783540216681
Editorial: Springer, 2004

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.

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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.

Reseña del editor

The main objective of this book is to apprise the reader of the use of a number of tools and techniques for a variety of image processing tasks, namely Independent Component Analysis (ICA), Mutual Information (MI), Markov Random Field (MRF) Models and Support Vector Machines (SVM). Typical applications considered are feature extraction, image classification, image fusion and change detection. The book also treats a number of experimental examples based on a variety of remote sensors. The utility of the book will be highly appreciated by academicians and R & D professionals, who are involved in current research in the area of hyperspectral imaging, as well as by professional remote-sensing data users such as geologists, hydrologists, environmental scientists, civil engineers and computer scientists.

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Editorial
Springer
Año de publicación
2004
Idioma
Inglés
ISBN 10 
3540216685
ISBN 13 
9783540216681
Encuadernación
Tapa dura
Número de páginas
340
Contacto del fabricante
GPSR Kontakt
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Heidelberg
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Alemania

Otras ediciones populares con el mismo título

9783642060014: Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data

Edición Destacada

ISBN 10:  3642060013 ISBN 13:  9783642060014
Editorial: Springer, 2010
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