The Effect Of Neural Network Structure On A Multispectral Land Use Classification

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International Journal of Advanced Remote Sensing and GIS

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Author : Cloud Publications
Publisher : Cloud Publications
ISBN 13 :
Total Pages : 3465 pages
Book Rating : 4./5 ( download)

Book Synopsis International Journal of Advanced Remote Sensing and GIS by : Cloud Publications

Download or read book International Journal of Advanced Remote Sensing and GIS written by Cloud Publications and published by Cloud Publications. This book was released on 2012-01-01 with total page 3465 pages. Available in PDF, EPUB and Kindle. Book excerpt: International Journal of Advanced Remote Sensing and GIS (IJARSG, ISSN 2320 – 0243) is an open-access peer-reviewed scholarly journal publishes original research papers, reviews, case study, case reports, and methodology articles in all aspects of Remote Sensing and GIS including associated fields. This Journal commits to working for quality and transparency in its publishing by following standard Publication Ethics and Policies.

Remote Sensing Imagery

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Author : Florence Tupin
Publisher : John Wiley & Sons
ISBN 13 : 1118898923
Total Pages : 277 pages
Book Rating : 4.1/5 (188 download)

Book Synopsis Remote Sensing Imagery by : Florence Tupin

Download or read book Remote Sensing Imagery written by Florence Tupin and published by John Wiley & Sons. This book was released on 2014-02-19 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dedicated to remote sensing images, from their acquisition to their use in various applications, this book covers the global lifecycle of images, including sensors and acquisition systems, applications such as movement monitoring or data assimilation, and image and data processing. It is organized in three main parts. The first part presents technological information about remote sensing (choice of satellite orbit and sensors) and elements of physics related to sensing (optics and microwave propagation). The second part presents image processing algorithms and their specificities for radar or optical, multi and hyper-spectral images. The final part is devoted to applications: change detection and analysis of time series, elevation measurement, displacement measurement and data assimilation. Offering a comprehensive survey of the domain of remote sensing imagery with a multi-disciplinary approach, this book is suitable for graduate students and engineers, with backgrounds either in computer science and applied math (signal and image processing) or geo-physics. About the Authors Florence Tupin is Professor at Telecom ParisTech, France. Her research interests include remote sensing imagery, image analysis and interpretation, three-dimensional reconstruction, and synthetic aperture radar, especially for urban remote sensing applications. Jordi Inglada works at the Centre National d’Études Spatiales (French Space Agency), Toulouse, France, in the field of remote sensing image processing at the CESBIO laboratory. He is in charge of the development of image processing algorithms for the operational exploitation of Earth observation images, mainly in the field of multi-temporal image analysis for land use and cover change. Jean-Marie Nicolas is Professor at Telecom ParisTech in the Signal and Imaging department. His research interests include the modeling and processing of synthetic aperture radar images.

Remote Sensing

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Author : Robert A. Schowengerdt
Publisher : Elsevier
ISBN 13 : 0080516106
Total Pages : 585 pages
Book Rating : 4.0/5 (85 download)

Book Synopsis Remote Sensing by : Robert A. Schowengerdt

Download or read book Remote Sensing written by Robert A. Schowengerdt and published by Elsevier. This book was released on 2012-12-02 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a completely updated, greatly expanded version of the previously successful volume by the author. The Second Edition includes new results and data, and discusses a unified framework and rationale for designing and evaluating image processing algorithms.Written from the viewpoint that image processing supports remote sensing science, this book describes physical models for remote sensing phenomenology and sensors and how they contribute to models for remote-sensing data. The text then presents image processing techniques and interprets them in terms of these models. Spectral, spatial, and geometric models are used to introduce advanced image processing techniques such as hyperspectral image analysis, fusion of multisensor images, and digital elevationmodel extraction from stereo imagery.The material is suited for graduate level engineering, physical and natural science courses, or practicing remote sensing scientists. Each chapter is enhanced by student exercises designed to stimulate an understanding of the material. Over 300 figuresare produced specifically for this book, and numerous tables provide a rich bibliography of the research literature.

Urban Remote Sensing

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Author : Xiaojun Yang
Publisher : John Wiley & Sons
ISBN 13 : 0470979895
Total Pages : 627 pages
Book Rating : 4.4/5 (79 download)

Book Synopsis Urban Remote Sensing by : Xiaojun Yang

Download or read book Urban Remote Sensing written by Xiaojun Yang and published by John Wiley & Sons. This book was released on 2011-03-23 with total page 627 pages. Available in PDF, EPUB and Kindle. Book excerpt: Urban Remote Sensing is designed for upper level undergraduates, graduates, researchers and practitioners, and has a clear focus on the development of remote sensing technology for monitoring, synthesis and modeling in the urban environment. It covers four major areas: the use of high-resolution satellite imagery or alternative sources of image date (such as high-resolution SAR and LIDAR) for urban feature extraction; the development of improved image processing algorithms and techniques for deriving accurate and consistent information on urban attributes from remote sensor data; the development of analytical techniques and methods for deriving indicators of socioeconomic and environmental conditions that prevail within urban landscape; and the development of remote sensing and spatial analytical techniques for urban growth simulation and predictive modeling.

Machine Vision and Advanced Image Processing in Remote Sensing

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Author : Ioannis Kanellopoulos
Publisher : Springer Science & Business Media
ISBN 13 : 3642601057
Total Pages : 339 pages
Book Rating : 4.6/5 (426 download)

Book Synopsis Machine Vision and Advanced Image Processing in Remote Sensing by : Ioannis Kanellopoulos

Download or read book Machine Vision and Advanced Image Processing in Remote Sensing written by Ioannis Kanellopoulos and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since 1994, the European Commission has undertaken various actions to expand the use of Earth observation (EO) from space in the Union and to stimulate value-added services based on the use of Earth observation satellite data.' By supporting research and technological development activities in this area, DG XII responded to the need to increase the cost-effectiveness of space derived environmental information. At the same time, it has contributed to a better exploitation of this unique technology, which is a key source of data for environmental monitoring from local to global scale. MAVIRIC is part of the investment made in the context of the Environ ment and Climate Programme (1994-1998) to strengthen applied techniques, based on a better understanding of the link between the remote sensing signal and the underlying bio- geo-physical processes. Translation of this scientific know-how into practical algorithms or methods is a priority in order to con vert more quickly, effectively and accurately space signals into geographical information. Now the availability of high spatial resolution satellite data is rapidly evolving and the fusion of data from different sensors including radar sensors is progressing well, the question arises whether existing machine vision approaches could be advantageously used by the remote sensing community. Automatic feature/object extraction from remotely sensed images looks very attractive in terms of processing time, standardisation and implementation of operational processing chains, but it remains highly complex when applied to natural scenes.

GeoComputational Modelling

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Author : Manfred M. Fischer
Publisher : Springer Science & Business Media
ISBN 13 : 3662046377
Total Pages : 286 pages
Book Rating : 4.6/5 (62 download)

Book Synopsis GeoComputational Modelling by : Manfred M. Fischer

Download or read book GeoComputational Modelling written by Manfred M. Fischer and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geocomputation may be viewed as the application of a computational science paradigm to study a wide range of problems in geographical systems contexts. This volume presents a clear, comprehensive and thoroughly state-of-the-art overview of current research, written by leading figures in the field. It provides important insights into this new and rapidly developing field and attempts to establish the principles, and to develop techniques for solving real world problems in a wide array of application domains with a catalyst to greater understanding of what geocomputation is and what it entails. The broad coverage makes it invaluable reading for resarchers and professionals in geography, environmental and economic sciences as well as for graduate students of spatial science and computer science.

Signal and Image Processing for Remote Sensing

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Author : C.H. Chen
Publisher : CRC Press
ISBN 13 : 1439855978
Total Pages : 603 pages
Book Rating : 4.4/5 (398 download)

Book Synopsis Signal and Image Processing for Remote Sensing by : C.H. Chen

Download or read book Signal and Image Processing for Remote Sensing written by C.H. Chen and published by CRC Press. This book was released on 2012-02-22 with total page 603 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuing in the footsteps of the pioneering first edition, Signal and Image Processing for Remote Sensing, Second Edition explores the most up-to-date signal and image processing methods for dealing with remote sensing problems. Although most data from satellites are in image form, signal processing can contribute significantly in extracting info

Remote Sensing and GIS Integration: Theories, Methods, and Applications

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Author : Qihao Weng
Publisher : McGraw Hill Professional
ISBN 13 : 0071606548
Total Pages : 433 pages
Book Rating : 4.0/5 (716 download)

Book Synopsis Remote Sensing and GIS Integration: Theories, Methods, and Applications by : Qihao Weng

Download or read book Remote Sensing and GIS Integration: Theories, Methods, and Applications written by Qihao Weng and published by McGraw Hill Professional. This book was released on 2009-11-09 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Maximize a geographical information tool by incorporating it with up-to-date remotely sensed data GIS is predominantly a data-handling technology, while remote sensing is a data retrieval and analysis technology. This book addresses the need to combine remotely sensed data with cartographic, socioeconomic, and environmental data and GIS functionalities. Remote Sensing and GIS Integration begins with theoretical discussions, followed by a series of application areas in urban and environmental studies that employ the integration of remote sensing and GIS. Each application area is examined through analysis of state-of-the-art methods and detailed presentations of one or more case studies.

Spatial Analysis and GeoComputation

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Author : Manfred M. Fischer
Publisher : Springer Science & Business Media
ISBN 13 : 3540357300
Total Pages : 332 pages
Book Rating : 4.5/5 (43 download)

Book Synopsis Spatial Analysis and GeoComputation by : Manfred M. Fischer

Download or read book Spatial Analysis and GeoComputation written by Manfred M. Fischer and published by Springer Science & Business Media. This book was released on 2006-11-22 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains selected essays of Manfred M. Fischer in the field of spatial analysis from the perspective of GeoComputation. The volume is structured in four parts, from broad issues in spatial analysis and the role of GIS to computational intelligence technologies such as neural networks. The third part provides the theoretical framework required for adaptive pattern classifiers in remote sensing environments. The final section outlines the latest in neural spatial interaction modeling.

Computer Processing of Remotely-Sensed Images

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Author : Paul M. Mather
Publisher : John Wiley & Sons
ISBN 13 : 0470021012
Total Pages : 442 pages
Book Rating : 4.4/5 (7 download)

Book Synopsis Computer Processing of Remotely-Sensed Images by : Paul M. Mather

Download or read book Computer Processing of Remotely-Sensed Images written by Paul M. Mather and published by John Wiley & Sons. This book was released on 2005-12-13 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Remotely-sensed images of the Earth's surface provide a valuable source of information about the geographical distribution and properties of natural and cultural features. This fully revised and updated edition of a highly regarded textbook deals with the mechanics of processing remotely-senses images. Presented in an accessible manner, the book covers a wide range of image processing and pattern recognition techniques. Features include: New topics on LiDAR data processing, SAR interferometry, the analysis of imaging spectrometer image sets and the use of the wavelet transform. An accompanying CD-ROM with: updated MIPS software, including modules for standard procedures such as image display, filtering, image transforms, graph plotting, import of data from a range of sensors. A set of exercises, including data sets, illustrating the application of discussed methods using the MIPS software. An extensive list of WWW resources including colour illustrations for easy download. For further information, including exercises and latest software information visit the Author's Website at: http://homepage.ntlworld.com/paul.mather/ComputerProcessing3/

Information Processing for Remote Sensing

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Author : Chi-hau Chen
Publisher : World Scientific
ISBN 13 : 9789810237370
Total Pages : 588 pages
Book Rating : 4.2/5 (373 download)

Book Synopsis Information Processing for Remote Sensing by : Chi-hau Chen

Download or read book Information Processing for Remote Sensing written by Chi-hau Chen and published by World Scientific. This book was released on 1999 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the most comprehensive study of information processing techniques and issues in remote sensing. Topics covered include image and signal processing, pattern recognition and feature extraction for remote sensing, neural networks and wavelet transforms in remote sensing, remote sensing of ocean and coastal environment, SAR image filtering and segmentation, knowledge-based systems, software and hardware issues, data compression, change detection, etc. Emphasis is placed on environmental issues of remote sensing.With 58 color illustrations.

Image Processing for Remote Sensing

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Author : C.H. Chen
Publisher : CRC Press
ISBN 13 : 142006665X
Total Pages : 417 pages
Book Rating : 4.4/5 (2 download)

Book Synopsis Image Processing for Remote Sensing by : C.H. Chen

Download or read book Image Processing for Remote Sensing written by C.H. Chen and published by CRC Press. This book was released on 2007-10-17 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edited by leaders in the field, with contributions by a panel of experts, Image Processing for Remote Sensing explores new and unconventional mathematics methods. The coverage includes the physics and mathematical algorithms of SAR images, a comprehensive treatment of MRF-based remote sensing image classification, statistical approaches for

Satellite Remote Sensing of Wetlands and a Comparison of Classification Techniques

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Author : Stacy Lee Özesmi
Publisher :
ISBN 13 :
Total Pages : 486 pages
Book Rating : 4.:/5 (319 download)

Book Synopsis Satellite Remote Sensing of Wetlands and a Comparison of Classification Techniques by : Stacy Lee Özesmi

Download or read book Satellite Remote Sensing of Wetlands and a Comparison of Classification Techniques written by Stacy Lee Özesmi and published by . This book was released on 2000 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Evolving Cities

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Author : Lidia Diappi
Publisher : Routledge
ISBN 13 : 1351937960
Total Pages : 277 pages
Book Rating : 4.3/5 (519 download)

Book Synopsis Evolving Cities by : Lidia Diappi

Download or read book Evolving Cities written by Lidia Diappi and published by Routledge. This book was released on 2017-03-02 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geocomputation has come of age. The whirlwind of change experienced in Geographical Information Science (GIS) - developments in IT, and new data gathering and earth observing technologies - has taken GIS beyond mere data and towards its analysis, modeling, and use in problem solving. Geocomputation is now at the dynamic edge of this revolution. Bringing together the leading researchers in geocomputation, this volume provides an up-to-date overview of the development of new artificial intelligence principles and technologies (NN, CA, Multi-agent Systems and Evolutionary Algorithms) used for the analysis, development and evaluation of urban planning policies and programmes. Charting the new approaches to data-processing, the book provides pointers on how to harness these technologies, advancing the knowledge level of planning by multiplying the information capacity of GIS, and offering a new approach to territorial modeling and micro-scale descriptions of socio-economic, behavioural and micro-spatial theories of urban processes and land use change.

Remote Sensing and Urban Analysis

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Author : Jean-Paul Donnay
Publisher : CRC Press
ISBN 13 : 0203306066
Total Pages : 284 pages
Book Rating : 4.2/5 (33 download)

Book Synopsis Remote Sensing and Urban Analysis by : Jean-Paul Donnay

Download or read book Remote Sensing and Urban Analysis written by Jean-Paul Donnay and published by CRC Press. This book was released on 2003-09-02 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the key geographical developments over the last two centuries has been that of urbanisation. In recent years this has exploded globally, particularly in developing countries. It is essential for governments, planners and researchers in geography and allied fields to understand this process and the main way of being able to do this is to accurately map these changes. The main method of this mapping is Remote Sensing. This up-to-date analysis of the area looks at a wide range of methodologies currently being used to produce and analyse remotely sensed data of urban areas. The authors examine the various techniques used to extract information from digital, multispectral images of urban areas. Donnay and Barnsley then go on to look at the identification of urban forms, the delineation of agglomerations and the development of urban morphology, considering the analysis of integrated data sets and surface models and going on to look at the estimation of human population levels.

Remote Sensing for Land Administration

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Author : Rohan Bennett
Publisher :
ISBN 13 : 9783039430543
Total Pages : 212 pages
Book Rating : 4.4/5 (35 download)

Book Synopsis Remote Sensing for Land Administration by : Rohan Bennett

Download or read book Remote Sensing for Land Administration written by Rohan Bennett and published by . This book was released on 2020-09-23 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is land? Who owns it? Who can use it? How much is it worth? What can it be used for? These are the questions land administration seeks to answer responsibly, which requires trustworthy people, transparent processes, and reliable information systems. Spatial information is an essential ingredient, and is embedded in the cadastral plans, maps, and land registry records that are used to prove ownership, trade land, access credit, resolve land disputes, enable fair taxation, and support land use planning and development. In the past, ground-based surveying techniques were used to capture the information, however, advances in remote sensing are driving the development of approaches that are faster, lower in cost, more accurate, or more participatory. These can be used to build land administration systems that better support poverty reduction, rapid urbanization, vertical development, and complex infrastructure management. The contributions contained in this book unpack these developments and the potential impacts and explore applications of high-resolution satellite imagery, unmanned aerial vehicle imagery, laser scanning, airborne and terrestrial (LiDAR), machine learning, and artificial intelligence methods, as applied to land administration in parts of Europe, Asia, and Africa.

Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation II

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Author : Bruno Bosacchi
Publisher : SPIE-International Society for Optical Engineering
ISBN 13 :
Total Pages : 326 pages
Book Rating : 4.F/5 ( download)

Book Synopsis Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation II by : Bruno Bosacchi

Download or read book Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation II written by Bruno Bosacchi and published by SPIE-International Society for Optical Engineering. This book was released on 1999 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: