Multimodal Brain Image Fusion Methods Evaluations And Applications
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Multimodal Brain Image Fusion Methods Evaluations And Applications
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Author : Yu Liu
language : en
Publisher: Frontiers Media SA
Release Date : 2023-02-06
Multimodal Brain Image Fusion Methods Evaluations And Applications written by Yu Liu and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-06 with Science categories.
Multi Sensor Imaging And Fusion Methods Evaluations And Applications
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Author : Zhiqin Zhu
language : en
Publisher: Frontiers Media SA
Release Date : 2023-10-25
Multi Sensor Imaging And Fusion Methods Evaluations And Applications written by Zhiqin Zhu and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-25 with Science categories.
Image Fusion And Its Applications
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Author : Yufeng Zheng
language : en
Publisher: BoD – Books on Demand
Release Date : 2011-06-24
Image Fusion And Its Applications written by Yufeng Zheng and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-06-24 with Computers categories.
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.
Image Fusion In Preclinical Applications
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Author : Claudia Kuntner-Hannes
language : en
Publisher: Springer
Release Date : 2018-12-22
Image Fusion In Preclinical Applications written by Claudia Kuntner-Hannes and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-22 with Medical categories.
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.
Multispectral Image Fusion And Colorization
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Author : Yufeng Zheng (Associate professor)
language : en
Publisher:
Release Date : 2018
Multispectral Image Fusion And Colorization written by Yufeng Zheng (Associate professor) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Computer vision categories.
"This book provides a complete overview of the state of the art in color image fusion, the associated evaluation methods, and its range of applications. It presents a comprehensive overview of fusion metrics and a comparison of objective metrics and subjective evaluations. Part I addresses the historical background and basic concepts. Part II describes image fusion theory. Part III focuses on quantitative and qualitative evaluation. Part IV presents several fusion applications, including two primary multiscale fusion approaches - the image pyramid and wavelet transform - as they pertain to face matching, biomedical imaging, and night vision"--
Multi Sensor Image Fusion And Its Applications
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Author : Rick S. Blum
language : en
Publisher: CRC Press
Release Date : 2018-10-03
Multi Sensor Image Fusion And Its Applications written by Rick S. Blum and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-03 with Technology & Engineering categories.
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.
Multi Sensor Imaging And Fusion Methods Evaluations And Applications Volume Ii
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Author : Zhiqin Zhu
language : en
Publisher: Frontiers Media SA
Release Date : 2024-07-24
Multi Sensor Imaging And Fusion Methods Evaluations And Applications Volume Ii written by Zhiqin Zhu and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-24 with Science categories.
Multi-sensor image fusion focuses on processing images of the same object or scene acquired by multiple sensors, in which various sensors with multi-level and multi-spatial information are complemented and combined to ultimately yield a consistent interpretation of the observed environment. In recent years, multi-sensor image fusion has become a highly active topic, and various fusion methods have been proposed. Many effective processing methods, including multi-scale transformation, fuzzy inference, and deep learning, have been introduced to design fusion algorithms. Despite the great progress, there are still some noteworthy challenges in the field, such as the lack of unified fusion theories and methods for effective generalized fusion, the lack of fault tolerance and robustness, the lack of benchmarks for performance evaluation, the lack of work on specific applications of multi-sensor image fusion, and so on.
Multimodal Brain Image Analysis
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Author : Pew-Thian Yap
language : en
Publisher: Springer
Release Date : 2012-09-18
Multimodal Brain Image Analysis written by Pew-Thian Yap and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-18 with Computers categories.
This book constitutes the refereed proceedings of the Second International Workshop on Multimodal Brain Image Analysis, held in conjunction with MICCAI 2012, in Nice, France, in October 2012. The 19 revised full papers presented were carefully reviewed and selected from numerous submissions. The objective of this workshop is to forward the state of the art in analysis methodologies, algorithms, software systems, validation approaches, benchmark datasets, neuroscience, and clinical applications.
Multispectral Image Fusion And Colorization
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Author : Yufeng Zheng (Associate professor)
language : en
Publisher:
Release Date : 2018
Multispectral Image Fusion And Colorization written by Yufeng Zheng (Associate professor) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Computer vision categories.
"This book provides a complete overview of the state of the art in color image fusion, the associated evaluation methods, and its range of applications. It presents a comprehensive overview of fusion metrics and a comparison of objective metrics and subjective evaluations. Part I addresses the historical background and basic concepts. Part II describes image fusion theory. Part III focuses on quantitative and qualitative evaluation. Part IV presents several fusion applications, including two primary multiscale fusion approaches - the image pyramid and wavelet transform - as they pertain to face matching, biomedical imaging, and night vision"--
Multimodal Brain Image Fusion For Neurosurgical Planning
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Author : S. Nandish
language : en
Publisher:
Release Date : 2023-05-14
Multimodal Brain Image Fusion For Neurosurgical Planning written by S. Nandish and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-14 with categories.
The book "Multimodal Brain Image Fusion for Neurosurgical Planning" by S. Nandish discusses the use of advanced imaging techniques for planning and performing neurosurgical procedures. The book focuses on the fusion of different imaging modalities such as MRI, CT and PET scans to create a more comprehensive picture of the patient's brain anatomy. The book starts with an overview of the basics of brain imaging, including the different imaging modalities and their advantages and limitations. It then discusses the different approaches to image registration and fusion, and provides a detailed description of the different algorithms and techniques used for multimodal image fusion. The author also explores the use of advanced machine learning techniques such as deep learning for improving the accuracy and efficiency of multimodal image fusion. The book discusses how these techniques can be used to improve the accuracy of preoperative planning and intraoperative navigation, leading to better outcomes for patients undergoing neurosurgery. Overall, "Multimodal Brain Image Fusion for Neurosurgical Planning" is a valuable resource for neurosurgeons, radiologists, and medical imaging researchers interested in understanding and implementing advanced imaging techniques for neurosurgical planning