Download Image Fusion Ebook PDF

Image Fusion

Image Fusion
A Book

by Gang Xiao,Durga Prasad Bavirisetti,Gang Liu,Xingchen Zhang

  • Publisher : Springer Nature
  • Release : 2020-08-31
  • Pages : 404
  • ISBN : 9811548676
  • Language : En, Es, Fr & De
GET BOOK

This book systematically discusses the basic concepts, theories, research and latest trends in image fusion. It focuses on three image fusion categories – pixel, feature and decision – presenting various applications, such as medical imaging, remote sensing, night vision, robotics and autonomous vehicles. Further, it introduces readers to a new category: edge-preserving-based image fusion, and provides an overview of image fusion based on machine learning and deep learning. As such, it is a valuable resource for graduate students and scientists in the field of digital image processing and information fusion.

Image Fusion

Image Fusion
Algorithms and Applications

by Tania Stathaki

  • Publisher : Elsevier
  • Release : 2011-08-29
  • Pages : 520
  • ISBN : 9780080558523
  • Language : En, Es, Fr & De
GET BOOK

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

Remote Sensing Image Fusion

Remote Sensing Image Fusion
A Book

by Luciano Alparone,Bruno Aiazzi,Stefano Baronti,Andrea Garzelli

  • Publisher : CRC Press
  • Release : 2015-03-06
  • Pages : 342
  • ISBN : 1466587504
  • Language : En, Es, Fr & De
GET BOOK

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
Theories, Techniques and Applications

by H.B. Mitchell

  • Publisher : Springer Science & Business Media
  • Release : 2010-03-16
  • Pages : 247
  • ISBN : 9783642112164
  • Language : En, Es, Fr & De
GET BOOK

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.

Remote Sensing Image Fusion

Remote Sensing Image Fusion
A Practical Guide

by Christine Pohl,John van Genderen

  • Publisher : CRC Press
  • Release : 2016-10-03
  • Pages : 266
  • ISBN : 1315353067
  • Language : En, Es, Fr & De
GET BOOK

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.

Image Fusion

Image Fusion
A Book

by Osamu Ukimura

  • Publisher : BoD – Books on Demand
  • Release : 2011-01-12
  • Pages : 440
  • ISBN : 9533076798
  • Language : En, Es, Fr & De
GET BOOK

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 and Its Applications

Image Fusion and Its Applications
A Book

by Yufeng Zheng

  • Publisher : BoD – Books on Demand
  • Release : 2011-06-24
  • Pages : 254
  • ISBN : 9533071826
  • Language : En, Es, Fr & De
GET BOOK

The purpose of this book is to provide an overview of basic image fusion techniques and serve as an introduction to image fusion applications in variant fields. It is anticipated that it will be useful for research scientists to capture recent developments and to spark new ideas within the image fusion domain. With an emphasis on both the basic and advanced applications of image fusion, this 12-chapter book covers a number of unique concepts that have been graphically represented throughout to enhance readability, such as the wavelet-based image fusion introduced in chapter 2 and the 3D fusion that is proposed in Chapter 5. The remainder of the book focuses on the area application-orientated image fusions, which cover the areas of medical applications, remote sensing and GIS, material analysis, face detection, and plant water stress analysis.

New Advances in Image Fusion

New Advances in Image Fusion
A Book

by Qiguang Miao

  • Publisher : BoD – Books on Demand
  • Release : 2013-11-20
  • Pages : 144
  • ISBN : 9535112066
  • Language : En, Es, Fr & De
GET BOOK

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.

Multi-Sensor Image Fusion and Its Applications

Multi-Sensor Image Fusion and Its Applications
A Book

by Rick S. Blum,Zheng Liu

  • Publisher : CRC Press
  • Release : 2018-10-03
  • Pages : 528
  • ISBN : 1420026984
  • Language : En, Es, Fr & De
GET BOOK

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.

Image Fusion in Preclinical Applications

Image Fusion in Preclinical Applications
A Book

by Claudia Kuntner-Hannes,York Haemisch

  • Publisher : Springer
  • Release : 2018-12-22
  • Pages : 209
  • ISBN : 3030029735
  • Language : En, Es, Fr & De
GET BOOK

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.

Multi-resolution Image Fusion in Remote Sensing

Multi-resolution Image Fusion in Remote Sensing
A Book

by Manjunath V. Joshi,Kishor P. Upla

  • Publisher : Cambridge University Press
  • Release : 2019-01-24
  • Pages : 329
  • ISBN : 1108683045
  • Language : En, Es, Fr & De
GET BOOK

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.

Image Fusion in Remote Sensing

Image Fusion in Remote Sensing
Conventional and Deep Learning Approaches

by Arian Azarang,Nasser Kehtarnavaz

  • Publisher : Morgan & Claypool Publishers
  • Release : 2021-02-24
  • Pages : 93
  • ISBN : 1636390757
  • Language : En, Es, Fr & De
GET BOOK

Image fusion in remote sensing or pansharpening involves fusing spatial (panchromatic) and spectral (multispectral) images that are captured by different sensors on satellites. This book addresses image fusion approaches for remote sensing applications. Both conventional and deep learning approaches are covered. First, the conventional approaches to image fusion in remote sensing are discussed. These approaches include component substitution, multi-resolution, and model-based algorithms. Then, the recently developed deep learning approaches involving single-objective and multi-objective loss functions are discussed. Experimental results are provided comparing conventional and deep learning approaches in terms of both low-resolution and full-resolution objective metrics that are commonly used in remote sensing. The book is concluded by stating anticipated future trends in pansharpening or image fusion in remote sensing.

From Basic Cardiac Imaging to Image Fusion

From Basic Cardiac Imaging to Image Fusion
Core Competencies Versus Technological Progress

by Paolo Marzullo,Giuliano Mariani

  • Publisher : Springer Science & Business Media
  • Release : 2013-03-19
  • Pages : 134
  • ISBN : 8847027608
  • Language : En, Es, Fr & De
GET BOOK

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.

A Fast and Robust Framework for Image Fusion and Enhancement

A Fast and Robust Framework for Image Fusion and Enhancement
A Book

by Sina Farsiu

  • Publisher : Unknown Publisher
  • Release : 2005
  • Pages : 304
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
GET BOOK

Hyperspectral Image Fusion

Hyperspectral Image Fusion
A Book

by Subhasis Chaudhuri,Ketan Kotwal

  • Publisher : Springer Science & Business Media
  • Release : 2013-05-25
  • Pages : 191
  • ISBN : 1461474701
  • Language : En, Es, Fr & De
GET BOOK

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.

Information Fusion in Signal and Image Processing

Information Fusion in Signal and Image Processing
Major Probabilistic and Non-Probabilistic Numerical Approaches

by Isabelle Bloch

  • Publisher : John Wiley & Sons
  • Release : 2013-03-01
  • Pages : 320
  • ISBN : 1118623851
  • Language : En, Es, Fr & De
GET BOOK

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).

Computer Vision and Image Processing

Computer Vision and Image Processing
Fundamentals and Applications

by Manas Kamal Bhuyan

  • Publisher : CRC Press
  • Release : 2019-11-05
  • Pages : 442
  • ISBN : 1351248383
  • Language : En, Es, Fr & De
GET BOOK

The book familiarizes readers with fundamental concepts and issues related to computer vision and major approaches that address them. The focus of the book is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts, concept of feature extraction and feature selection for pattern classification/recognition, and advanced concepts like object classification, object tracking, image-based rendering, and image registration. Intended to be a companion to a typical teaching course on computer vision, the book takes a problem-solving approach.

Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems

Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems
A Book

by E. Priya,V. Rajinikanth

  • Publisher : Springer Nature
  • Release : 2020-09-21
  • Pages : 283
  • ISBN : 9811561419
  • Language : En, Es, Fr & De
GET BOOK

This book comprehensively reviews the various automated and semi-automated signal and image processing techniques, as well as deep-learning-based image analysis techniques, used in healthcare diagnostics. It highlights a range of data pre-processing methods used in signal processing for effective data mining in remote healthcare, and discusses pre-processing using filter techniques, noise removal, and contrast-enhanced methods for improving image quality. The book discusses the status quo of artificial intelligence in medical applications, as well as its future. Further, it offers a glimpse of feature extraction methods for reducing dimensionality and extracting discriminatory information hidden in biomedical signals. Given its scope, the book is intended for academics, researchers and practitioners interested in the latest real-world technological innovations.

Computer Vision, Graphics, and Image Processing

Computer Vision, Graphics, and Image Processing
ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, Guwahati, India, December 19, 2016 Revised Selected Papers

by Snehasis Mukherjee,Suvadip Mukherjee,Dipti Prasad Mukherjee,Jayanthi Sivaswamy,Suyash Awate,Srirangaraj Setlur,Anoop M. Namboodiri,Santanu Chaudhury

  • Publisher : Springer
  • Release : 2017-10-19
  • Pages : 406
  • ISBN : 3319681249
  • Language : En, Es, Fr & De
GET BOOK

This book constitutes the refereed conference proceedings of the ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, held in Guwahati, India, in December 2016. The papers presented are extended versions of the papers of three of the four workshops: Computer Vision Applications, Document Analysis and Recognition and Medical Image Processing. The Computer Vision Application track received 52 submissions and after a rigorous review process, 18 papers were presented. The focus is mainly on industrial applications of computer vision and related technologies. The Document Analysis and Recognition track received 10 submissions from which 7 papers were selected. The MedImage workshops focuses on problems in medical image computing and received 14 papers from which 9 were accepted for presentation in this book.

Image Processing and GIS for Remote Sensing

Image Processing and GIS for Remote Sensing
Techniques and Applications

by Jian Guo Liu,Philippa J. Mason

  • Publisher : John Wiley & Sons
  • Release : 2016-01-04
  • Pages : 472
  • ISBN : 1118724186
  • Language : En, Es, Fr & De
GET BOOK

Following the successful publication of the 1st edition in 2009, the 2nd edition maintains its aim to provide an application-driven package of essential techniques in image processing and GIS, together with case studies for demonstration and guidance in remote sensing applications. The book therefore has a “3 in 1” structure which pinpoints the intersection between these three individual disciplines and successfully draws them together in a balanced and comprehensive manner. The book conveys in-depth knowledge of image processing and GIS techniques in an accessible and comprehensive manner, with clear explanations and conceptual illustrations used throughout to enhance student learning. The understanding of key concepts is always emphasised with minimal assumption of prior mathematical experience. The book is heavily based on the authors’ own research. Many of the author-designed image processing techniques are popular around the world. For instance, the SFIM technique has long been adopted by ASTRIUM for mass-production of their standard “Pan-sharpen” imagery data. The new edition also includes a completely new chapter on subpixel technology and new case studies, based on their recent research.