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| Author | : Yu Liu |
| Publisher | : Frontiers Media SA |
| Total Pages | : 163 |
| Release | : 2023-02-06 |
| Genre | : Science |
| ISBN | : 2832513883 |
| Author | : Zhiqin Zhu |
| Publisher | : Frontiers Media SA |
| Total Pages | : 207 |
| Release | : 2023-10-25 |
| Genre | : Science |
| ISBN | : 283253693X |
| Author | : Yufeng Zheng (Associate professor) |
| Publisher | : |
| Total Pages | : 396 |
| Release | : 2018 |
| Genre | : Computer vision |
| ISBN | : 9781510619067 |
"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"--
| Author | : Yufeng Zheng |
| Publisher | : BoD – Books on Demand |
| Total Pages | : 256 |
| Release | : 2011-06-24 |
| Genre | : Computers |
| ISBN | : 9533071826 |
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.
| Author | : Rick S. Blum |
| Publisher | : CRC Press |
| Total Pages | : 423 |
| Release | : 2018-10-03 |
| Genre | : Technology & Engineering |
| ISBN | : 1351836951 |
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.
| Author | : Zhiqin Zhu |
| Publisher | : Frontiers Media SA |
| Total Pages | : 208 |
| Release | : 2024-07-24 |
| Genre | : Science |
| ISBN | : 2832552005 |
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.
| Author | : Claudia Kuntner-Hannes |
| Publisher | : Springer |
| Total Pages | : 209 |
| Release | : 2018-12-22 |
| Genre | : Medical |
| ISBN | : 3030029735 |
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.
| Author | : Pew-Thian Yap |
| Publisher | : Springer |
| Total Pages | : 235 |
| Release | : 2012-09-18 |
| Genre | : Computers |
| ISBN | : 3642335306 |
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.
| Author | : Joseph V. Hajnal |
| Publisher | : CRC Press |
| Total Pages | : 394 |
| Release | : 2001-06-27 |
| Genre | : Medical |
| ISBN | : 1420042475 |
Image registration is the process of systematically placing separate images in a common frame of reference so that the information they contain can be optimally integrated or compared. This is becoming the central tool for image analysis, understanding, and visualization in both medical and scientific applications. Medical Image Registration provid
| Author | : Yufeng Zheng (Associate professor) |
| Publisher | : |
| Total Pages | : |
| Release | : 2018 |
| Genre | : Computer vision |
| ISBN | : 9781510619081 |
"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"--
