Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data

Nonfiction, Science & Nature, Science, Earth Sciences, Geography, Technology, Electronics
Cover of the book Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data by Pramod K. Varshney, Manoj K. Arora, Springer Berlin Heidelberg
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Author: Pramod K. Varshney, Manoj K. Arora ISBN: 9783662056059
Publisher: Springer Berlin Heidelberg Publication: March 9, 2013
Imprint: Springer Language: English
Author: Pramod K. Varshney, Manoj K. Arora
ISBN: 9783662056059
Publisher: Springer Berlin Heidelberg
Publication: March 9, 2013
Imprint: Springer
Language: English

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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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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