Remote Sensing Image Fusion

A Practical Guide

Author: Christine Pohl,John van Genderen

Publisher: CRC Press

ISBN: 1315353067

Category: Technology & Engineering

Page: 266

View: 9765

Remote Sensing Image Fusion: A Practical Guide gives an introduction to remote sensing image fusion providing an overview on the sensors and applications. It describes data selection, application requirements and the choice of a suitable image fusion technique. It comprises a diverse selection of successful image fusion cases that are relevant to other users and other areas of interest around the world.?The book helps newcomers to obtain a quick start into the practical value and benefits of multi-sensor image fusion. Experts will find this book useful to obtain an overview on the state of the art and understand current constraints that need to be solved in future research efforts. For industry professionals the book can be a great introduction and basis to understand multisensor remote sensing image exploitation and the development of commercialized image fusion software from a practical perspective. The book concludes with a chapter on current trends and future developments in remote sensing image fusion. Along with the book, RSIF website provides additional up-to-date information in the field.
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Multi-resolution Image Fusion in Remote Sensing

Author: Manjunath V. Joshi,Kishor P. Upla

Publisher: Cambridge University Press

ISBN: 1108683045

Category: Computers

Page: N.A

View: 6395

Written in an easy-to-follow approach, the text will help the readers to understand the techniques and applications of image fusion for remotely sensed multi-spectral images. It covers important multi-resolution fusion concepts along with the state-of-the-art methods including super resolution and multi stage guided filters. It includes in depth analysis on degradation estimation, Gabor Prior and Markov Random Field (MRF) Prior. Concepts such as guided filter and difference of Gaussian are discussed comprehensively. Novel techniques in multi-resolution fusion by making use of regularization are explained in detail. It also includes different quality assessment measures used in testing the quality of fusion. Real-life applications and plenty of multi-resolution images are provided in the text for enhanced learning.
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Advances in Passive Microwave Remote Sensing of Oceans

Author: Victor Raizer

Publisher: CRC Press

ISBN: 149876777X

Category: Technology & Engineering

Page: 292

View: 9728

This book demonstrates the capabilities of passive microwave technique for enhanced observations of ocean features, including the detection of (sub)surface events and/or disturbances while laying out the benefits and boundaries of these methods. It represents not only an introduction and complete description of the main principles of ocean microwave radiometry and imagery, but also provides guidance for further experimental studies. Furthermore, it expands the analysis of remote sensing methods, models, and techniques and focuses on a high-resolution multiband imaging observation concept. Such an advanced approach provides readers with a new level of geophysical information and data acquisition granting the opportunity to improve their expertise on advanced microwave technology, becoming now an indispensable tool for diagnostics of ocean phenomena and disturbances.
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Innovation in Near-Surface Geophysics

Instrumentation, Application, and Data Processing Methods

Author: Raffaele Persico,Salvatore Piro,Neil Linford

Publisher: Elsevier

ISBN: 012812430X

Category: Science

Page: 534

View: 5094

Innovation in Near-Surface Geophysics: Instrumentation, Application, and Data Processing Methods offers an advanced look at state-of-the-art and innovative technologies for near surface geophysics, exposing the latest, most effective techniques in an accessible way. By addressing a variety of geophysical applications, including cultural heritage, civil engineering, characteristics of soil, and others, the book provides an understanding of the best products and methodologies modern near surface geophysics has to offer. It proposes tips for new ideas and projects, and encourages collaboration across disciplines and techniques for the best implementation and results. Clearly organized, with contributions from leaders from throughout geophysics, Innovation in Near-Surface Geophysics is an important guide for geophysicists who hope to gain a better understanding of the tools and techniques available. Addresses a variety of applications in near-surface geophysics, including cultural heritage, civil engineering, soil analysis, etc. Provides insight to available products and techniques and offers suggestions for future developments Clearly organized by techniques and their applications
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Kernel Methods for Remote Sensing Data Analysis

Author: Gustau Camps-Valls,Lorenzo Bruzzone

Publisher: John Wiley & Sons

ISBN: 0470749008

Category: Technology & Engineering

Page: 434

View: 3174

Kernel methods have long been established as effective techniques in the framework of machine learning and pattern recognition, and have now become the standard approach to many remote sensing applications. With algorithms that combine statistics and geometry, kernel methods have proven successful across many different domains related to the analysis of images of the Earth acquired from airborne and satellite sensors, including natural resource control, detection and monitoring of anthropic infrastructures (e.g. urban areas), agriculture inventorying, disaster prevention and damage assessment, and anomaly and target detection. Presenting the theoretical foundations of kernel methods (KMs) relevant to the remote sensing domain, this book serves as a practical guide to the design and implementation of these methods. Five distinct parts present state-of-the-art research related to remote sensing based on the recent advances in kernel methods, analysing the related methodological and practical challenges: Part I introduces the key concepts of machine learning for remote sensing, and the theoretical and practical foundations of kernel methods. Part II explores supervised image classification including Super Vector Machines (SVMs), kernel discriminant analysis, multi-temporal image classification, target detection with kernels, and Support Vector Data Description (SVDD) algorithms for anomaly detection. Part III looks at semi-supervised classification with transductive SVM approaches for hyperspectral image classification and kernel mean data classification. Part IV examines regression and model inversion, including the concept of a kernel unmixing algorithm for hyperspectral imagery, the theory and methods for quantitative remote sensing inverse problems with kernel-based equations, kernel-based BRDF (Bidirectional Reflectance Distribution Function), and temperature retrieval KMs. Part V deals with kernel-based feature extraction and provides a review of the principles of several multivariate analysis methods and their kernel extensions. This book is aimed at engineers, scientists and researchers involved in remote sensing data processing, and also those working within machine learning and pattern recognition.
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Multi-Sensor Image Fusion and Its Applications

Author: Rick S. Blum,Zheng Liu

Publisher: CRC Press

ISBN: 9781420026986

Category: Technology & Engineering

Page: 528

View: 3485

Taking another lesson from nature, the latest advances in image processing technology seek to combine image data from several diverse types of sensors in order to obtain a more accurate view of the scene: very much the same as we rely on our five senses. Multi-Sensor Image Fusion and Its Applications is the first text dedicated to the theory and practice of the registration and fusion of image data, covering such approaches as statistical methods, color-related techniques, model-based methods, and visual information display strategies. After a review of state-of-the-art image fusion techniques, the book provides an overview of fusion algorithms and fusion performance evaluation. The following chapters explore recent progress and practical applications of the proposed techniques to solving problems in such areas as medical diagnosis, surveillance and biometric systems, remote sensing, nondestructive evaluation, blurred image restoration, and image quality assessment. Recognized leaders from industry and academia contribute the chapters, reflecting the latest research trends and providing useful algorithms to aid implementation. Supplying a 28-page full-color insert, Multi-Sensor Image Fusion and Its Applications clearly demonstrates the benefits and possibilities of this revolutionary development. It provides a solid knowledge base for applying these cutting-edge techniques to new challenges and creating future advances.
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Fuzzy-Clusteranalyse

Verfahren für die Bilderkennung, Klassifizierung und Datenanalyse

Author: Frank Höppner,Rudolf Kruse,Frank Klawonn

Publisher: Springer-Verlag

ISBN: 3322868362

Category: Technology & Engineering

Page: 280

View: 9998

Dieses Buch ist das Standardwerk zu einem neuen Bereich der angewandten Fuzzy-Technologie, der Fuzzy-Clusteranalyse. Diese beinhaltet Verfahren der Mustererkennung zur Gruppierung und Strukturierung von Daten. Dabei werden im Gegensatz zu klassischen Clustering-Techniken die Daten nicht eindeutig zu Klassen zugeordnet, sondern Zugehörigkeitsgrade bestimmt, so daß die Fuzzy-Verfahren robust gegenüber gestörten oder verrauschten Daten sind und fließende Klassenübergänge handhaben können. Dieses Werk gibt eine methodische Einführung in die zahlreichen Fuzzy-Clustering-Algorithmen mit ihren Anwendungen in den Bereichen Datenanalyse, Erzeugung von Regeln für Fuzzy-Regler, Klassifikations- und Approximationsprobleme sowie eine ausführliche Darstellung des Shell-Clustering zur Erkennung von geometrischen Konturen in Bildern.
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Data mining

praktische Werkzeuge und Techniken für das maschinelle Lernen

Author: Ian H. Witten,Eibe Frank

Publisher: N.A

ISBN: 9783446215337

Category:

Page: 386

View: 9947

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Photogrammetrie und Fernerkundung

Handbuch der Geodäsie, herausgegeben von Willi Freeden und Reiner Rummel

Author: Christian Heipke

Publisher: Springer-Verlag

ISBN: 3662470942

Category: Science

Page: 839

View: 9015

Das Handbuch der Geodäsie ist ein hochwertiges, wissenschaftlich fundiertes Werk über die Geodäsie unserer Zeit und bietet anhand von in sechs Bänden zusammengestellten Einzelthemen ein repräsentatives Gesamtbild des Fachgebiets. Der Band Photogrammetrie und Fernerkundung führt in Verfahren zur Aufnahme und automatischen Auswertung digitaler Bilder ein. Auf der Grundlage ausgewählter Beispiele wird auf die ganze Bandbreite des Faches eingegangen, von der optischen Messtechnik über die Aufnahme der Umgebung mit Hilfe von digitalen Kameras und Laserscannern bis hin zur Kartierung ganzer Planeten und der Nutzung von Satellitenbildern zur Bewältigung der Folgen des globalen Wandels. Neben den verwendeten Aufnahmesystemen und Plattformen werden insbesondere die Methoden zur geometrischen und semantischen Informationsverarbeitung detailliert beschrieben und an Beispielen anschaulich illustriert.
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Image Fusion

Algorithms and Applications

Author: Tania Stathaki

Publisher: Academic Press

ISBN: N.A

Category: Computers

Page: 500

View: 2960

The application of sensor technology has brought considerable interest in the area of image fusion. Written by leading experts in the field, this book brings together in one volume the most recent algorithms, design techniques and applications in the topical field of image fusion. The applications are drawn from military, medical and civilian areas and give practical advice and pointers to the development of future applications in a variety of fields. This book will be an invaluable resource to R&D engineers, academic researchers and system developers requiring the most up-to-date and complete information on image fusion algorithms, design architectures and applications. *Brings together the latest algorithms, design techniques and applications in the ‘hot’ area of Image Fusion *A large number of applications from military, medical and civilian fields give practical advice on how to develop future applications. * Combines theory and practice to create a unique point of reference
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Agentensysteme in der Automatisierungstechnik

Author: Peter Göhner

Publisher: Springer-Verlag

ISBN: 3642317685

Category: Computers

Page: 303

View: 5574

Bei modernen automatisierten Systemen gewinnen Anforderungen an die Flexibilität (z. B. Anpassungsfähigkeit, Skalierbarkeit und Integrationsfähigkeit) zunehmend an Bedeutung. Vielfach ist jedoch noch unklar, wie die gewünschte Flexibilität bei der Entwicklung eines automatisierten Systems erzielt und die dadurch entstehenden komplexen Abläufe und Verhaltensweisen beherrscht werden können. Mit Hilfe von Softwareagenten wird es möglich, die notwendige Flexibilität von automatisierten Systemen systematisch zu entwerfen. Im GMA-Fachausschuss 5.15 „Agentensysteme“ erarbeiten Fachleute aus Wissenschaft und Industrie Richtlinien zur Entwicklung und Anwendung von Agentensystemen in der Automatisierungstechnik. Im Rahmen dieser Arbeiten sind viele Beiträge zum Stand der Technik bzw. Stand der Wissenschaft von Agentensystemen in der Automatisierungstechnik entstanden, die in diesem Werk zusammengestellt wurden.
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Die Erde vom All

Author: Fondation GoodPlanet,Yann Arthus-Bertrand

Publisher: N.A

ISBN: 9783868736427

Category:

Page: 256

View: 8670

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Instrumentelle Analytik

Grundlagen - Geräte - Anwendungen

Author: Douglas A. Skoog,James J. Leary

Publisher: Springer-Verlag

ISBN: 366207916X

Category: Science

Page: 900

View: 1353

Mit der deutschsprachigen Ausgabe des Standard-Lehrbuchs zur Instrumentellen Analytik von Skoog und Leary schließt sich endlich eine Lücke im Buchangebot für fortgeschrittene Studenten der Chemie an Universitäten und Fachhochschulen. Aufgrund des multidisziplinären Eindringens der Analytischen Chemie in andere Bereiche richtet sich das Buch auch an Physiker, Ingenieure und Biochemiker. Das Buch führt aktuell und kompetent in die Grundzüge und Feinheiten der heutigen Instrumentellen Analytischen Chemie ein. Über 530 detailreiche, selbsterklärende Abbildungen, Anhänge zu Statistik und Elektronik, Übungsaufgaben mit Lösungen und viele wichtige Originalzitate ergänzen dieses moderne Lehrbuch für Studierende und Praktiker.
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Photogrammetrie

Geometrische Informationen aus Photographien und Laserscanneraufnahmen

Author: Karl Kraus

Publisher: Walter de Gruyter

ISBN: 3110908034

Category: Science

Page: 540

View: 8288

Volume1 of this three volume series of textbooks on photogrammetry is dedicated to the fundamentals and standard procedures, both for photogrammetry and for laser scanning that have come to the fore in recent years. Using photogrammetry and laser scanning, it is mainly the position and form of objects that are recorded and modelled. Data capture sensors are fitted to aircraft, and to terrestrial platforms for work in the immediate vicinity. Results from modelling are partly visualized as vector graphics and partly as bit-maps.
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Opto-Mechatronic Systems Handbook

Techniques and Applications

Author: Hyungsuck Cho

Publisher: CRC Press

ISBN: 1420040693

Category: Science

Page: 672

View: 6653

Opto-mechatronics-the fusion of optical and mechatronic technologies-has been integral in the evolution of machines, systems, and products that are smaller and more precise, more intelligent, and more autonomous. For the technology to reach its full potential, however, engineers and researchers from many disciplines must learn to work together through every phase of system development. To date, little effort has been expended, either in practice or in the literature, to eliminate the boundaries that exist between the optics and mechatronics communities. The Opto-Mechatronics Systems Handbook is the first step in that direction. Richly illustrated and featuring contributions from an international panel of experts, it meets three essential objectives: Ö Present the definitions, fundamentals, and applications of the technology Ö Provide a multidisciplinary perspective that shows how optical systems and devices can be integrated with mechatronic systems at all stages, from conceptualization to design and manufacturing Ö Demonstrate the roles and synergistic effects of optical systems in overall system performance Along with his fresh approach and systems perspective, the editor has taken care to address real cutting-edge technologies, including precision opto-mechatronic systems, intelligent robots, and opto-microsensors. Ultimately, the Opto-Mechatronics Systems Handbook provides readers with the technological foundation for developing further innovative products and systems.
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PET-CT in Radiotherapy Treatment Planning E-Book

Author: Arnold C. Paulino

Publisher: Elsevier Health Sciences

ISBN: 1437721397

Category: Medical

Page: 272

View: 5768

Here is an exciting new guide to the use of PET-CT imaging in radiotherapy. You’ll get practical, useful information for utilizing this novel imaging technique—from different methods for contouring biological target volumes in various anatomic regions to how different experts use this imaging in targeted treatment. This thorough text helps you make concise, accurate treatment choices based on current evidence and expert authority. The result is an essential tool for everyone on the radiotherapy treatment team in the era of image-guided radiotherapy. Helps familiarize you with the basics of PET imaging in nuclear medicine. Covers the use of PET-CT with radiotherapy treatment planning, offering practical guidance in how different experts use this relatively new technology. Highlights contrast using full-color images, clearly indicating target volumes and different radiation dosages. Outlines the advantages and disadvantages of different techniques in contouring PET-CT target volumes for radiotherapy. Features case illustrations in using PET-CT in radiotherapy treatment planning for different tumor sites.
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