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Mathematical Models for Remote Sensing Image Processing

Name: Mathematical Models for Remote Sensing Image Processing
Brand: Springer International Publishing AG
SKU: 9783319663289
Price: 884.24 RON
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Models and Methods for the Analysis of 2D Satellite and Aerial Images

Autor: Gabriele Moser, Josiane Zerubia

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Legare: Copertă tare

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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This book maximizes reader insights into the field of mathematical models and methods for the proces...

Informații despre carte

Autor

Gabriele Moser, Josiane Zerubia

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2017

Pagini

441

EAN

9783319663289

ISBN

3319663283

Enbook ID

16803697

Editura

Springer International Publishing AG

Greutate

7981

Dimensiuni

155 x 235 x 31

Descriere completă

This book maximizes reader insights into the field of mathematical models and methods for the processing of two-dimensional remote sensing images. It presents a broad analysis of the field, encompassing passive and active sensors, hyperspectral images, synthetic aperture radar (SAR), interferometric SAR, and polarimetric SAR data. At the same time, it addresses highly topical subjects involving remote sensing data types (e.g., very high-resolution images, multiangular or multiresolution data, and satellite image time series) and analysis methodologies (e.g., probabilistic graphical models, hierarchical image representations, kernel machines, data fusion, and compressive sensing) that currently have primary importance in the field of mathematical modelling for remote sensing and image processing. Each chapter focuses on a particular type of remote sensing data and/or on a specific methodological area, presenting both a thorough analysis of the previous literature and a methodological and experimental discussion of at least two advanced mathematical methods for information extraction from remote sensing data. This organization ensures that both tutorial information and advanced subjects are covered. With each chapter being written by research scientists from (at least) two different institutions, it offers multiple professional experiences and perspectives on each subject. The book also provides expert analysis and commentary from leading remote sensing and image processing researchers, many of whom serve on the editorial boards of prestigious international journals in these fields, and are actively involved in international scientific societies. Providing the reader with a comprehensive picture of the overall advances and the current cutting-edge developments in the field of mathematical models for remote sensing image analysis, this book is ideal as both a reference resource and a textbook for graduate and doctoral students as well as for remote sensing scientists and practitioners.

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Mathematical Models for Remote Sensing Image Processing

Models and Methods for the Analysis of 2D Satellite and Aerial Images

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