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Anotace knihy

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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Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Other technologies & applied sciences Applied optics

• Plný název: Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data
• Autor: Pramod K. Varshney, Manoj K. Arora
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 323
• EAN: 9783540216681
• ISBN: 3540216685
• ID: 01559287
• Nakladatelství: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Hmotnost: 676 g
• Rozměry: 235 × 155 × 23 mm
• Datum vydání: 12. August 2004

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