Multispectral Satellite Image Understanding

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Multispectral Satellite Image Understanding

Cem Ünsalan,Kim L. Boyer
Multispectral Satellite Image Understanding Book PDF

Author : Cem Ünsalan,Kim L. Boyer
Publisher : Springer Science & Business Media
Page : 189 pages
File Size : 55,6 Mb
Release : 2011-05-18
Category : Computers
ISBN : 9780857296672

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Multispectral Satellite Image Understanding by Cem Ünsalan,Kim L. Boyer Pdf

This book presents a comprehensive review of image processing methods, for the analysis of land use in residential areas. Combining a theoretical framework with highly practical applications, the book describes a system for the effective detection of single houses and streets in very high resolution. Topics and features: with a Foreword by Prof. Dr. Peter Reinartz of the German Aerospace Center; provides end-of-chapter summaries and review questions; presents a detailed review on remote sensing satellites; examines the multispectral information that can be obtained from satellite images, with a focus on vegetation and shadow-water indices; investigates methods for land-use classification, introducing precise graph theoretical measures over panchromatic images; addresses the problem of detecting residential regions; describes a house and street network-detection subsystem; concludes with a summary of the key ideas covered in the book.

Multispectral Satellite Image Understanding

Cem Unsalan,Kim L. Boyer
Multispectral Satellite Image Understanding Book PDF

Author : Cem Unsalan,Kim L. Boyer
Publisher : Springer
Page : 186 pages
File Size : 54,5 Mb
Release : 2011-08-10
Category : Computers
ISBN : 085729668X

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Multispectral Satellite Image Understanding by Cem Unsalan,Kim L. Boyer Pdf

This book presents a comprehensive review of image processing methods, for the analysis of land use in residential areas. Combining a theoretical framework with highly practical applications, the book describes a system for the effective detection of single houses and streets in very high resolution. Topics and features: with a Foreword by Prof. Dr. Peter Reinartz of the German Aerospace Center; provides end-of-chapter summaries and review questions; presents a detailed review on remote sensing satellites; examines the multispectral information that can be obtained from satellite images, with a focus on vegetation and shadow-water indices; investigates methods for land-use classification, introducing precise graph theoretical measures over panchromatic images; addresses the problem of detecting residential regions; describes a house and street network-detection subsystem; concludes with a summary of the key ideas covered in the book.

Remote Sensing Digital Image Analysis

John A. Richards
Remote Sensing Digital Image Analysis Book PDF

Author : John A. Richards
Publisher : Springer Science & Business Media
Page : 297 pages
File Size : 55,7 Mb
Release : 2013-04-17
Category : Technology & Engineering
ISBN : 9783662024621

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Remote Sensing Digital Image Analysis by John A. Richards Pdf

With the widespread availability of satellite and aircraft remote sensing image data in digital form, and the ready access most remote sensing practitioners have to computing systems for image interpretation, there is a need to draw together the range of digital image processing procedures and methodologies commonly used in this field into a single treatment. It is the intention of this book to provide such a function, at a level meaningful to the non-specialist digital image analyst, but in sufficient detail that algorithm limitations, alternative procedures and current trends can be appreciated. Often the applications specialist in remote sensing wishing to make use of digital processing procedures has had to depend upon either the mathematically detailed treatments of image processing found in the electrical engineering and computer science literature, or the sometimes necessarily superficial treatments given in general texts on remote sensing. This book seeks to redress that situation. Both image enhancement and classification techniques are covered making the material relevant in those applications in which photointerpretation is used for information extraction and in those wherein information is obtained by classification.

Artificial Intelligence Techniques for Satellite Image Analysis

D. Jude Hemanth
Artificial Intelligence Techniques for Satellite Image Analysis Book PDF

Author : D. Jude Hemanth
Publisher : Springer Nature
Page : 274 pages
File Size : 47,8 Mb
Release : 2019-11-13
Category : Computers
ISBN : 9783030241780

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Artificial Intelligence Techniques for Satellite Image Analysis by D. Jude Hemanth Pdf

The main objective of this book is to provide a common platform for diverse concepts in satellite image processing. In particular it presents the state-of-the-art in Artificial Intelligence (AI) methodologies and shares findings that can be translated into real-time applications to benefit humankind. Interdisciplinary in its scope, the book will be of interest to both newcomers and experienced scientists working in the fields of satellite image processing, geo-engineering, remote sensing and Artificial Intelligence. It can be also used as a supplementary textbook for graduate students in various engineering branches related to image processing.

Satellite Image Analysis: Clustering and Classification

Surekha Borra,Rohit Thanki,Nilanjan Dey
Satellite Image Analysis Clustering and Classification Book PDF

Author : Surekha Borra,Rohit Thanki,Nilanjan Dey
Publisher : Springer
Page : 97 pages
File Size : 52,6 Mb
Release : 2019-02-08
Category : Technology & Engineering
ISBN : 9789811364242

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Satellite Image Analysis: Clustering and Classification by Surekha Borra,Rohit Thanki,Nilanjan Dey Pdf

Thanks to recent advances in sensors, communication and satellite technology, data storage, processing and networking capabilities, satellite image acquisition and mining are now on the rise. In turn, satellite images play a vital role in providing essential geographical information. Highly accurate automatic classification and decision support systems can facilitate the efforts of data analysts, reduce human error, and allow the rapid and rigorous analysis of land use and land cover information. Integrating Machine Learning (ML) technology with the human visual psychometric can help meet geologists’ demands for more efficient and higher-quality classification in real time. This book introduces readers to key concepts, methods and models for satellite image analysis; highlights state-of-the-art classification and clustering techniques; discusses recent developments and remaining challenges; and addresses various applications, making it a valuable asset for engineers, data analysts and researchers in the fields of geographic information systems and remote sensing engineering.

Multispectral Image Analysis Using the Object-Oriented Paradigm

Kumar Navulur
Multispectral Image Analysis Using the Object Oriented Paradigm Book PDF

Author : Kumar Navulur
Publisher : CRC Press
Page : 206 pages
File Size : 53,5 Mb
Release : 2006-12-05
Category : Technology & Engineering
ISBN : 9781420043075

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Multispectral Image Analysis Using the Object-Oriented Paradigm by Kumar Navulur Pdf

Bringing a fresh new perspective to remote sensing, object-based image analysis is a paradigm shift from the traditional pixel-based approach. Featuring various practical examples to provide understanding of this new modus operandi, Multispectral Image Analysis Using the Object-Oriented Paradigm reviews the current image analysis methods and demonstrates advantages to improve information extraction from imagery. This reference describes traditional image analysis techniques, introduces object-oriented technology, and discusses the benefits of object-based versus pixel-based classification. It examines the creation of object primitives using image segmentation approaches and the use of various techniques for object classification. The author covers image enhancement methods, how to use ancillary data to constrain image segmentation, and concepts of semantic grouping of objects. He concludes by addressing accuracy assessment approaches. The accompanying downloadable resources present sample data that enable the use of different approaches to problem solving. Integrating remote sensing techniques and GIS analysis, Multispectral Image Analysis Using the Object-Oriented Paradigm distills new tools to extract information from remotely sensed data.

Photogrammetric Image Analysis

Uwe Stilla,Franz Rottensteiner,Helmut Mayer,Boris Jutzi,Matthias Butenuth
Photogrammetric Image Analysis Book PDF

Author : Uwe Stilla,Franz Rottensteiner,Helmut Mayer,Boris Jutzi,Matthias Butenuth
Publisher : Springer Science & Business Media
Page : 317 pages
File Size : 46,9 Mb
Release : 2011-09-28
Category : Computers
ISBN : 9783642243929

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Photogrammetric Image Analysis by Uwe Stilla,Franz Rottensteiner,Helmut Mayer,Boris Jutzi,Matthias Butenuth Pdf

This book constitutes the refereed proceedings of the ISPRS Conference on Photogrammetric Image Analysis, held in Munich, Germany, in October 2011. The 25 revised full papers presented were carefully reviewed and selected from 54 submissions. The papers are organized in topical sections on orientation, matching, object detection, 3D reconstruction and DEM, classification, people and tracking, as well as image processing.

An Overview of Technological Revolution in Satellite Image Analysis

Jenice Aroma R., Kumudha Raimond
An Overview of Technological Revolution in Satellite Image Analysis Book PDF

Author : Jenice Aroma R., Kumudha Raimond
Publisher : Infinite Study
Page : 5 pages
File Size : 40,7 Mb
Release : 2024-07-01
Category : Electronic
ISBN : 8210379456XXX

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An Overview of Technological Revolution in Satellite Image Analysis by Jenice Aroma R., Kumudha Raimond Pdf

The satellite image based applications are highly utilized nowadays from simple purposes like vehicle navigation to complex surveillance and virtual environment modeling projects. On increased population rate, the depletion of natural resources is highly unavoidable and it leads to increased threats on natural hazards. In order to protect and overcome the physical losses on devastation of properties, the risk mapping models such as weather forecasts, drought modeling and other hazard assessment models are in need.

Thematic Mapping From Satellite Imagery: A Guidebook

J. Denègre
Thematic Mapping From Satellite Imagery A Guidebook Book PDF

Author : J. Denègre
Publisher : Elsevier
Page : 342 pages
File Size : 54,5 Mb
Release : 2013-10-22
Category : Science
ISBN : 9781483101538

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Thematic Mapping From Satellite Imagery: A Guidebook by J. Denègre Pdf

Thematic Mapping from Satellite Imagery: A Guidebook discusses methods in producing maps using satellite images. The book is comprised of five chapters; each chapter covers one stage of the process. Chapter 1 tackles the satellite remote sensing imaging and its cartographic significance. Chapter 2 discusses the production processes for extracting information from satellite data. The next chapter covers the methods for combining satellite-derived information with that obtained from conventional sources. Chapter 4 deals with design and semiology for cartographic representation, and Chapter 5 presents examples of applications. The book will be of great use to cartographers who want to utilize satellite imaging in generating a map.

An Introduction to Satellite Image Interpretation

Eric D. Conway,Maryland Space Grant Consortium
An Introduction to Satellite Image Interpretation Book PDF

Author : Eric D. Conway,Maryland Space Grant Consortium
Publisher : JHU Press
Page : 270 pages
File Size : 48,5 Mb
Release : 1997-04
Category : Science
ISBN : 0801855772

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An Introduction to Satellite Image Interpretation by Eric D. Conway,Maryland Space Grant Consortium Pdf

The program requires a Macintosh, Windows, or Windows 95 operating system.

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Eduardo Bayro Corrochano,Jan-Olof Eklundh
Progress in Pattern Recognition Image Analysis Computer Vision and Applications Book PDF

Author : Eduardo Bayro Corrochano,Jan-Olof Eklundh
Publisher : Springer Science & Business Media
Page : 1082 pages
File Size : 47,9 Mb
Release : 2009-10-26
Category : Computers
ISBN : 9783642102677

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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications by Eduardo Bayro Corrochano,Jan-Olof Eklundh Pdf

This book constitutes the refereed proceedings of the 14th Iberoamerican Congress on Pattern Recognition, CIARP 2009, held in Guadalajara, Mexico, in November 2009. The 64 revised full papers presented together with 44 posters were carefully reviewed and selected from 187 submissions. The papers are organized in topical sections on image coding, processing and analysis; segmentation, analysis of shape and texture; geometric image processing and analysis; analysis of signal, speech and language; document processing and recognition; feature extraction, clustering and classification; statistical pattern recognition; neural networks for pattern recognition; computer vision; video segmentation and tracking; robot vision; intelligent remote sensing, imagery research and discovery techniques; intelligent computing for remote sensing imagery; as well as intelligent fusion and classification techniques.

Image Analysis and Recognition

Mohamed Kamel,Aurélio Campilho
Image Analysis and Recognition Book PDF

Author : Mohamed Kamel,Aurélio Campilho
Publisher : Springer
Page : 1279 pages
File Size : 48,7 Mb
Release : 2005-10-10
Category : Computers
ISBN : 9783540319382

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Image Analysis and Recognition by Mohamed Kamel,Aurélio Campilho Pdf

ICIAR 2005, the International Conference on Image Analysis and Recognition, was the second ICIAR conference, and was held in Toronto, Canada. ICIAR is organized annually, and alternates between Europe and North America. ICIAR 2004 was held in Porto, Portugal. The idea of o?ering these conferences came as a result of discussion between researchers in Portugal and Canada to encourage collaboration and exchange, mainly between these two countries, but also with the open participation of other countries, addressing recent advances in theory, methodology and applications. TheresponsetothecallforpapersforICIAR2005wasencouraging.From295 full papers submitted, 153 were ?nally accepted (80 oral presentations, and 73 posters). The review process was carried out by the Program Committee m- bersandotherreviewers;allareexpertsinvariousimageanalysisandrecognition areas. Each paper was reviewed by at least two reviewers, and also checked by the conference co-chairs. The high quality of the papers in these proceedings is attributed ?rst to the authors,and second to the quality of the reviews provided by the experts. We would like to thank the authors for responding to our call, andwewholeheartedlythankthe reviewersfor theirexcellentwork,andfortheir timely response. It is this collective e?ort that resulted in the strong conference program and high-quality proceedings in your hands.

Remote Sensing Digital Image Analysis

John Alan Richards,Xiuping Jia
Remote Sensing Digital Image Analysis Book PDF

Author : John Alan Richards,Xiuping Jia
Publisher : Springer Science & Business Media
Page : 398 pages
File Size : 41,5 Mb
Release : 1999
Category : Image processing
ISBN : MINN:31951D01650525B

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Remote Sensing Digital Image Analysis by John Alan Richards,Xiuping Jia Pdf

Remote Sensing Digital Image Analysis provides the non-specialist with an introduction to quantitative evaluation of satellite and aircraft derived remotely retrieved data. Each chapter covers the pros and cons of digital remotely sensed data, without detailed mathematical treatment of computer based algorithms, but in a manner conductive to an understanding of their capabilities and limitations. Problems conclude each chapter. This fourth edition has been developed to reflect the changes that have occurred in this area over the past several years. Its focus is on those procedures that seem now to have become part of the set of tools regularly used to perform thematic mapping. As with previous revisions, the fundamental material has been preserved in its original form because of its tutorial value; its style has been revised in places and it has been supplemented if newer aspects have emerged in the time since the third edition appeared. It still meets, however, the needs of the senior student and practitioner.

Image Analysis

Bjarne K. Ersboll,Kim S. Pedersen
Image Analysis Book PDF

Author : Bjarne K. Ersboll,Kim S. Pedersen
Publisher : Springer
Page : 994 pages
File Size : 47,5 Mb
Release : 2007-07-03
Category : Computers
ISBN : 9783540730408

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Image Analysis by Bjarne K. Ersboll,Kim S. Pedersen Pdf

This book constitutes the refereed proceedings of the 15th Scandinavian Conference on Image Analysis, SCIA 2007, held in Aalborg, Denmark in June 2007. It covers computer vision, 2D and 3D reconstruction, classification and segmentation, medical and biological applications, appearance and shape modeling, face detection, tracking and recognition, motion analysis, feature extraction and object recognition.

Remote Sensing

Robert A. Schowengerdt
Remote Sensing Book PDF

Author : Robert A. Schowengerdt
Publisher : Elsevier
Page : 585 pages
File Size : 42,7 Mb
Release : 2012-12-02
Category : Technology & Engineering
ISBN : 9780080516103

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Remote Sensing by Robert A. Schowengerdt Pdf

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.