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Image Fusion

Image Fusion Book
Author : Tania Stathaki
Publisher : Elsevier
Release : 2011-08-29
ISBN : 9780080558523
Language : En, Es, Fr & De

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Book Description :

The growth in the use of sensor technology has led to the demand for image fusion: signal processing techniques that can combine information received from different sensors into a single composite image in an efficient and reliable manner. This book brings together classical and modern algorithms and design architectures, demonstrating through applications how these can be implemented. Image Fusion: Algorithms and Applications provides a representative collection of the recent advances in research and development in the field of image fusion, demonstrating both spatial domain and transform domain fusion methods including Bayesian methods, statistical approaches, ICA and wavelet domain techniques. It also includes valuable material on image mosaics, remote sensing applications and performance evaluation. 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. Combines theory and practice to create a unique point of reference Contains contributions from leading experts in this rapidly-developing field Demonstrates potential uses in military, medical and civilian areas

Image Fusion

Image Fusion Book
Author : Gang Xiao
Publisher : Springer Nature
Release : 2020-12-02
ISBN : 9811548676
Language : En, Es, Fr & De

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Book Description :

Download Image Fusion book written by Gang Xiao, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Image Fusion

Image Fusion Book
Author : Osamu Ukimura
Publisher : BoD – Books on Demand
Release : 2011-01-12
ISBN : 9533076798
Language : En, Es, Fr & De

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Book Description :

Image fusion technology has successfully contributed to various fields such as medical diagnosis and navigation, surveillance systems, remote sensing, digital cameras, military applications, computer vision, etc. Image fusion aims to generate a fused single image which contains more precise reliable visualization of the objects than any source image of them. This book presents various recent advances in research and development in the field of image fusion. It has been created through the diligence and creativity of some of the most accomplished experts in various fields.

Image Fusion

Image Fusion Book
Author : H.B. Mitchell
Publisher : Springer Science & Business Media
Release : 2010-03-16
ISBN : 9783642112164
Language : En, Es, Fr & De

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Book Description :

The purpose of this book is to provide a practical introduction to the th- ries, techniques and applications of image fusion. The present work has been designed as a textbook for a one-semester ?nal-year undergraduate, or ?r- year graduate, course in image fusion. It should also be useful to practising engineers who wish to learn the concepts of image fusion and apply them to practical applications. In addition, the book may also be used as a supp- mentary text for a graduate course on topics in advanced image processing. The book complements the author’s previous work on multi-sensor data [1] fusion by concentrating exclusively on the theories, techniques and app- cations of image fusion. The book is intended to be self-contained in so far as the subject of image fusion is concerned, although some prior exposure to the ?eld of computer vision and image processing may be helpful to the reader. Apart from two preliminary chapters, the book is divided into three parts.

Hyperspectral Image Fusion

Hyperspectral Image Fusion Book
Author : Subhasis Chaudhuri,Ketan Kotwal
Publisher : Springer Science & Business Media
Release : 2013-05-25
ISBN : 1461474701
Language : En, Es, Fr & De

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Book Description :

Hyperspectral Image Fusion is the first text dedicated to the fusion techniques for such a huge volume of data consisting of a very large number of images. This monograph brings out recent advances in the research in the area of visualization of hyperspectral data. It provides a set of pixel-based fusion techniques, each of which is based on a different framework and has its own advantages and disadvantages. The techniques are presented with complete details so that practitioners can easily implement them. It is also demonstrated how one can select only a few specific bands to speed up the process of fusion by exploiting spatial correlation within successive bands of the hyperspectral data. While the techniques for fusion of hyperspectral images are being developed, it is also important to establish a framework for objective assessment of such techniques. This monograph has a dedicated chapter describing various fusion performance measures that are applicable to hyperspectral image fusion. This monograph also presents a notion of consistency of a fusion technique which can be used to verify the suitability and applicability of a technique for fusion of a very large number of images. This book will be a highly useful resource to the students, researchers, academicians and practitioners in the specific area of hyperspectral image fusion, as well as generic image fusion.

Remote Sensing Image Fusion

Remote Sensing Image Fusion Book
Author : Christine Pohl,John van Genderen
Publisher : CRC Press
Release : 2016-10-03
ISBN : 1498730035
Language : En, Es, Fr & De

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Book Description :

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.

Multi Sensor Image Fusion and Its Applications

Multi Sensor Image Fusion and Its Applications Book
Author : Rick S. Blum,Zheng Liu
Publisher : CRC Press
Release : 2018-10-03
ISBN : 1351836951
Language : En, Es, Fr & De

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Book Description :

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.

Remote Sensing Image Fusion

Remote Sensing Image Fusion Book
Author : Luciano Alparone,Bruno Aiazzi,Stefano Baronti,Andrea Garzelli
Publisher : CRC Press
Release : 2015-03-06
ISBN : 1466587504
Language : En, Es, Fr & De

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Book Description :

A synthesis of more than ten years of experience, Remote Sensing Image Fusion covers methods specifically designed for remote sensing imagery. The authors supply a comprehensive classification system and rigorous mathematical description of advanced and state-of-the-art methods for pansharpening of multispectral images, fusion of hyperspectral and

Image Fusion

Image Fusion Book
Author : Christopher T. Davis
Publisher : Nova Science Pub Incorporated
Release : 2015-04-01
ISBN : 9781634821155
Language : En, Es, Fr & De

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Book Description :

The widespread use of image fusion methods (eg: in military applications, surveillance or medical diagnostics), has increased the need for pertinent performance or quality assessment tools to compare results obtained with different algorithms or to obtain an optimal setting of parameters for a given fusion algorithm. This book discusses principles, different technologies and applications of image fusion.

From Basic Cardiac Imaging to Image Fusion

From Basic Cardiac Imaging to Image Fusion Book
Author : Paolo Marzullo,Giuliano Mariani
Publisher : Springer Science & Business Media
Release : 2013-03-19
ISBN : 8847027608
Language : En, Es, Fr & De

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Book Description :

The recent development of three-dimensional imaging techniques has provided an enormous amount of information relevant to the clinical management of patients at low and high risk for coronary artery disease. However, while progress in each individual technique has been rapid, the correlation of findings obtained with radiology, nuclear medicine, and magnetic resonance imaging is still relatively neglected. In this book, qualified experts in cardiac imaging present the basic concepts of cardiac pathology and imaging and compare the findings obtained in particular subspecialties with those acquired using other techniques. In this way the reader will learn how images and techniques can be integrated in clinical practice to the benefit of the patient. In addition, it is explained how appropriate multimodality integration can reduce the patient's exposure to ionizing radiation. Physicians ranging from cardiac surgeons to internal medicine specialists and even public health administrators will find this book invaluable in understanding the role of hybrid cardiac imaging.

Remote Sensing

Remote Sensing Book
Author : Robert A. Schowengerdt
Publisher : Elsevier
Release : 2012-12-02
ISBN : 0080516106
Language : En, Es, Fr & De

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Book Description :

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.

New Advances in Image Fusion

New Advances in Image Fusion Book
Author : Qiguang Miao
Publisher : BoD – Books on Demand
Release : 2013-11-20
ISBN : 9535112066
Language : En, Es, Fr & De

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Book Description :

Image Fusion is an important branch of information fusion, and it is also an important technology for image understanding and computer vision. The fusion process is to merging different images into one to get more accurate description for the scene. The original images for image fusion are always obtained by several different image sensors, or the same sensor in different operating modes. The fused image can provide more effective information for further image processing, such as image segmentation, object detection and recognition. Image fusion is a new study field which combined with many different disciplines, such as sensors, signal processing, image processing, computer and artificial intelligence. In the past two decades, a large number of research literatures appear. This book is edited based on these research results, and many research scholars give a great help to this book.

Information Fusion in Signal and Image Processing

Information Fusion in Signal and Image Processing Book
Author : Isabelle Bloch
Publisher : John Wiley & Sons
Release : 2013-03-01
ISBN : 1118623851
Language : En, Es, Fr & De

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Book Description :

The area of information fusion has grown considerably during the last few years, leading to a rapid and impressive evolution. In such fast-moving times, it is important to take stock of the changes that have occurred. As such, this books offers an overview of the general principles and specificities of information fusion in signal and image processing, as well as covering the main numerical methods (probabilistic approaches, fuzzy sets and possibility theory and belief functions).

Image Fusion in Preclinical Applications

Image Fusion in Preclinical Applications Book
Author : Claudia Kuntner-Hannes,York Haemisch
Publisher : Springer
Release : 2018-12-22
ISBN : 3030029735
Language : En, Es, Fr & De

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Book Description :

This book provides an accessible and comprehensive overview of the state of the art in multimodal, multiparametric preclinical imaging, covering all the modalities used in preclinical research. The role of different combinations of PET, CT, MR, optical, and optoacoustic imaging methods is examined and explained for a range of applications, from research in oncology, neurology, and cardiology to drug development. Examples of animal studies are highlighted in which multimodal imaging has been pivotal in delivering otherwise unobtainable information. Hardware and software image registration methods and animal-specific factors are also discussed. The readily understandable text is enhanced by numerous informative illustrations that help the reader to appreciate the similarities to, but also the differences from, clinical applications. Image Fusion in Preclinical Applications will be of interest to all who wish to learn more about the use of multimodal/multiparametric imaging as a tool for in vivo investigations in preclinical medical and pharmaceutical research.

Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data

Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data Book
Author : Pramod K. Varshney,Manoj K. Arora
Publisher : Springer Science & Business Media
Release : 2013-03-09
ISBN : 3662056054
Language : En, Es, Fr & De

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Book Description :

The first of its kind, this book reviews image processing tools and techniques including Independent Component Analysis, Mutual Information, Markov Random Field Models and Support Vector Machines. The book also explores a number of experimental examples based on a variety of remote sensors. The book will be useful to people involved in hyperspectral imaging research, as well as by remote-sensing data like geologists, hydrologists, environmental scientists, civil engineers and computer scientists.

Image and Signal Processing

Image and Signal Processing Book
Author : Abderrahim Elmoataz,Driss Mammass,Olivier Lezoray,Fathallah Nouboud,Driss Aboutajdine
Publisher : Springer
Release : 2012-07-04
ISBN : 3642312543
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 5th International Conference on Image and Signal Processing, ICISP 2012, held in Agadir, Morocco, in June 2012. The 75 revised full papers presented were carefully reviewed and selected from 158 submissions. The contributions are grouped into the following topical sections: multi/hyperspectral imaging; image itering and coding; signal processing; biometric; watermarking and texture; segmentation and retieval; image processing; pattern recognition.

Multimodality Medical Image Fusion Using Non subsampled Rotated Wavelet Transform for Cancer Treatment

Multimodality Medical Image Fusion Using Non subsampled Rotated Wavelet Transform for Cancer Treatment Book
Author : Anonim
Publisher : Unknown
Release : 2018
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

This paper presents non-subsampled rotated wavelet transform based feature extraction approach to multimodality medical image fusion. The non-subsampled rotated wavelet filters are designed to extract textural and edge features from axial brain images from the modalities viz. computed tomography and magnetic resonance imaging. These extracted features are selected using entropy-based fusion rule to form composite spectral plane. Entropy-based fusion rule preserves dominant spectral features and imparts all relevant information from both the modalities to the fused image. The fused image is reconstructed using inverse transform from the composite spectral slice. The proposed algorithm is evaluated using 39 sets of pilot images of 23 patients subjectively and objectively. Three expert radiologists have verified the subjective quality of the fused images to ascertain abnormality. Subjective and objective evaluation reveal that the fused images using proposed algorithm are superior in terms of visualisation of abnormalities over the state of the art wavelet based algorithms.

Image Processing using Pulse Coupled Neural Networks

Image Processing using Pulse Coupled Neural Networks Book
Author : Thomas Lindblad,Jason M. Kinser
Publisher : Springer Science & Business Media
Release : 2013-04-17
ISBN : 1447136179
Language : En, Es, Fr & De

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Book Description :

PCNNs represent a new advance in imaging technology, allowing images to be refined to levels well beyond that of the original. This volume provides an introduction to the topic by reviewing the theoretical foundations as well as a number of image processing applications, including segmentation, edge extraction, texture extraction, object identification, object isolation, motion processing, noise suppression, and image fusion. This is the first book to cover PCNN technology, an area which will have many applications in medical, military and industrial imaging.

Image Processing in Radiology

Image Processing in Radiology Book
Author : Emanuele Neri,Davide Caramella,Carlo Bartolozzi
Publisher : Springer Science & Business Media
Release : 2007-12-31
ISBN : 9783540498308
Language : En, Es, Fr & De

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Book Description :

This book, written by leading experts from many countries, provides a comprehensive and up-to-date description of how to use 2D and 3D processing tools in clinical radiology. The opening section covers a wide range of technical aspects. In the main section, the principal clinical applications are described and discussed in depth. A third section focuses on a variety of special topics. This book will be invaluable to radiologists of any subspecialty.

A Multiscale Spline Derivative based Transform for Image Fusion and Enhancement

A Multiscale Spline Derivative based Transform for Image Fusion and Enhancement Book
Author : Iztok Koren
Publisher : Unknown
Release : 2019-05-31
ISBN : 9780530002385
Language : En, Es, Fr & De

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Book Description :

Dissertation Discovery Company and University of Florida are dedicated to making scholarly works more discoverable and accessible throughout the world. This dissertation, "A Multiscale Spline Derivative-based Transform for Image Fusion and Enhancement" by Iztok Koren, was obtained from University of Florida and is being sold with permission from the author. A digital copy of this work may also be found in the university's institutional repository, [email protected] The content of this dissertation has not been altered in any way. We have altered the formatting in order to facilitate the ease of printing and reading of the dissertation.