Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data - Hardcover

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

Hardcover

ISBN 10: 3540216685 ISBN 13: 9783540216681

Verlag: Springer, 2004

Inhaltsangabe

Book by Varshney Pramod K Arora Manoj K

Über diesen Titel

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.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2004
• ISBN 10: 3540216685
• ISBN 13: 9783540216681
• Einband: Tapa dura
• Sprache: Englisch
• Anzahl der Seiten: 340