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Signals and Communication Technology

Mathematical Models for Remote Sensing Image Processing

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

Editors: Moser, Gabriele, Zerubia, Josiane (Eds.)

  • Presents the series “Signals and Communications Technology”
  •  Is devoted to fundamentals and applications of modern methods of signal processing and cutting-edge communication technologies
  •  Includes major topics such as information and signal theory, acoustic signal processing, image processing and multimedia systems
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eBook 118,99 €
price for India (gross)
  • Due: November 10, 2017
  • ISBN 978-3-319-66330-2
  • Digitally watermarked, DRM-free
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Hardcover 149,99 €
price for India (gross)
  • Due: November 10, 2017
  • ISBN 978-3-319-66328-9
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About this book

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.

About the authors

Gabriele Moser received summa cum laude the laurea (MSc equivalent) degree in telecommunications engineering and the PhD degree in space sciences and engineering from the University of Genoa, Italy, in 2001 and 2005, respectively. Since 2010, he has been an Assistant Professor of telecommunications at the University of Genoa. Since 2001, he has cooperated with the Image Processing and Pattern Recognition for Remote Sensing laboratory of the University of Genoa. From January to March 2004, he was a visiting student at INRIA Sophia Antipolis Méditerranée (France).
He is a Senior Member of the IEEE and the Chairman of the Image Analysis and Data Fusion Technical Committee of the IEEE Geoscience and Remote Sensing Society. He was granted the “Alessandro and Rinaldo Viviani 2002” laurea thesis award issued by the Italian Electrical and Electronic Association and the 2010 Best Paper Award at the 2010 IEEE-WHISPERS workshop (Reykjavic, Iceland).
He is the (co)author of more than 100 scientific publications in journals, international edited books, and conference proceedings. His research activity is focused on the development of image-processing and pattern-recognition methodologies for remote-sensing data interpretation.
He has been an Associate Editor of the international journals IEEE Geoscience and Remote Sensing Letters (GRSL) and Pattern Recognition Letters (PRL) since 2008 and 2011, respectively. He has been a member of Technical Program Committees of several international conferences, including the IEEE Geoscience and Remote Sensing Symposium (IGARSS 2013, 2014) and the SPIE Image and Signal Processing for Remote Sensing (since 2008). He will be Publication Co-Chair for the forthcoming IGARSS 2015 conference (Milan, 2015).
He has been teaching, at the University of Genoa, courses on pattern recognition topics for PhD programs since 2007 and image processing and remote sensing topics for MSc programs since 2011. He has been collaborating since 2001 to the teaching activities of several telecommunications, pattern-recognition, and remote-sensing courses. He is the author of two textbooks for a graduate remote sensing course and for a doctoral course on multivariate feature space transformations (ECIG publisher, 2007 and 2010, respectively).
He has been involved in the technical and management activities of several scientific and applicative projects related to the exploitation of remote-sensing data and funded by the European Commission, the Italian Space Agency, the Italian Ministry of Education, University, and Research, the Italian Department of Civil Protection, and by regional authorities.
Josiane Zerubia has been a permanent research scientist at INRIA since 1989, and director of research since July 1995. She was head of the PASTIS remote sensing laboratory (INRIA Sophia-Antipolis) from mid-1995 to 1997 and of the Ariana research group (INRIA/CNRS/University of Nice), which worked on inverse problems in remote sensing, from 1998 to 2011. Since January 2012, she has been head of Ayin research group (INRIA-SAM) dedicated to models of spatio-temporal structure for high resolution image processing with a focus on remote sensing and skincare imaging. She has been professor of Advanced Techniques in Remote Sensing Image Processing at SUPAERO (ISAE) in Toulouse since 1999.
Before that, she was with the Signal and Image Processing Institute of the University of Southern California (USC) in Los-Angeles as a postdoc. She also worked as a researcher for the LASSY (University of Nice/CNRS) from 1984 to 1988 and in the Research Laboratory of Hewlett Packard in France and in Palo-Alto (CA) from 1982 to 1984. She received the MSc degree from the Department of Electrical Engineering at ENSIEG, Grenoble, France in 1981, and the Doctor of Engineering degree, her PhD, and her “Habilitation,” in 1986, 1988, and 1994 respectively, all from the University of Nice Sophia-Antipolis,France.
She is a Fellow of the IEEE. She was Associate Editor of IEEE Transactions on Image Processing (TIP) from 1998 to 2002; area editor of IEEE TIP from 2003 to 2006; Guest Co-Editor of a special issue of IEEE Transactions on Pattern Analysis and Machine Intelligence in 2003; member of the editorial board of the International Journal of Computer Vision from 2004 till March 2013; and member-at-large of the Board of Governors of the IEEE Signal Processing Society from 2002 to 2004. She has also been a member of the editorial board of the French Society for Photogrammetry and Remote Sensing (SFPT) since 1998 and of the Foundation and Trends in Signal Processing since 2007. She has been Associate Editor of the on-line resource: Earthzine (IEEE CEO and GEOSS).
She was co-chair of two workshops on Energy Minimization Methods in Computer Vision and Pattern Recognition (2001 and 2003); co-chair of a workshop on Image Processing and Related Mathematical Fields (2002); technical program chair of a workshop on Photogrammetry and Remote Sensing for Urban Areas (2003); co-chair of the special sessions at IEEE ICASSP 2006 and IEEE ISBI 2008; and publicity chair of IEEE ICIP 2011. She is currently a member of the organizing committee and tutorial co-chair of IEEE ICIP 2014 (Paris, France) and plenary talk co-chair of EUSIPCO 2015 (Nice, France) since 2007.
Her current research interests are in image processing using probabilistic models. She also works on parameter estimation and optimization techniques.

Buy this book

eBook 118,99 €
price for India (gross)
  • Due: November 10, 2017
  • ISBN 978-3-319-66330-2
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover 149,99 €
price for India (gross)
  • Due: November 10, 2017
  • ISBN 978-3-319-66328-9
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Mathematical Models for Remote Sensing Image Processing
Book Subtitle
Models and Methods for the Analysis of 2D Satellite and Aerial Images
Editors
  • Gabriele Moser
  • Josiane Zerubia
Series Title
Signals and Communication Technology
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-66330-2
DOI
10.1007/978-3-319-66330-2
Hardcover ISBN
978-3-319-66328-9
Series ISSN
1860-4862
Edition Number
1
Number of Pages
VIII, 436
Number of Illustrations and Tables
139 b/w illustrations
Topics