Computational Intelligence for Remote Sensing

This book is a composition of different points of view regarding the application of Computational Intelligence techniques and methods to Remote Sensing data and applications. It is the general consensus that classification, its related data processing, and global optimization methods are core topics of Computational Intelligence. Much of the content of the book is devoted to image segmentation and recognition, using diverse tools from different areas of the Computational Intelligence field, ranging from Artificial Neural Networks to Markov Random Field modeling. The book covers a broad range of topics, starting from the hardware design of hyperspectral sensors, and data handling problems, namely data compression and watermarking issues, as well as autonomous web services. The main contents of the book are devoted to image analysis and efficient (parallel) implementations of these analysis techniques. The classes of images dealt with throughout the book are mostly multispectral-hyperspectral images, though there are some instances of processing Synthetic Aperture Radar images.

Riassunto

This book is a composition of different points of view regarding the application of Computational Intelligence techniques and methods to Remote Sensing data and applications. The classes of images dealt with are mostly multispectral-hyperspectral images.

Dettagli sul prodotto

• Con la collaborazione di: Richard J. Duro (Editore), Manuel Grana (Editore), Manuel Graña (Editore), Richard Duro (Editore), Manue Grana (Editore), J Duro (Editore), J Duro (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Contenuto: Libro
• Forma del prodotto: Tascabile
• Data pubblicazione: 06.10.2010
• Categoria: Scienze naturali, medicina, informatica, tecnica > Tecnica > Tematiche generali, enciclopedie
• EAN: 9783642098239
• ISBN: 978-3-642-09823-9
• Numero di pagine: 393
• Illustrazioni: X, 393 p.
• Dimensioni (della confezione): 15.5 x 23.4 x 23.5 cm
• Peso (della confezione): 610 g
• Serie: Studies in Computational Intelligence > 133; Studies in Computational Intelligence
• Categorie: C, Künstliche Intelligenz, Optimization, Artificial Intelligence, Modeling, Neural Networks, engineering, Image Analysis, intelligence, Mathematical and Computational Engineering, Engineering mathematics, Applied mathematics, Mathematical and Computational Engineering Applications, Remote sensing, sensing, image segmentation