Multispectral Image Fusion And Colorization PDF Download
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Author | : Yufeng Zheng (Associate professor) |
Publisher | : |
Total Pages | : |
Release | : 2018 |
Genre | : Computer vision |
ISBN | : 9781510619098 |
Download Multispectral Image Fusion and Colorization Book in PDF, ePub and Kindle
"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 (Associate professor) |
Publisher | : |
Total Pages | : 396 |
Release | : 2018 |
Genre | : Computer vision |
ISBN | : 9781510619067 |
Download Multispectral Image Fusion and Colorization Book in PDF, ePub and Kindle
"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 |
Download Image Fusion and Its Applications Book in PDF, ePub and Kindle
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 | : Andreas Koschan |
Publisher | : John Wiley & Sons |
Total Pages | : 392 |
Release | : 2008-02-15 |
Genre | : Technology & Engineering |
ISBN | : 0470230355 |
Download Digital Color Image Processing Book in PDF, ePub and Kindle
An introduction to color in three-dimensional image processing and the emerging area of multi-spectral image processing The importance of color information in digital image processing is greater than ever. However, the transition from scalar to vector-valued image functions has not yet been generally covered in most textbooks. Now, Digital Color Image Processing fills this pressing need with a detailed introduction to this important topic. In four comprehensive sections, this book covers: The fundamentals and requirements for color image processing from a vector-valued viewpoint Techniques for preprocessing color images Three-dimensional scene analysis using color information, as well as the emerging area of multi-spectral imaging Applications of color image processing, presented via the examination of two case studies In addition to introducing readers to important new technologies in the field, Digital Color Image Processing also contains novel topics such as: techniques for improving three-dimensional reconstruction, three-dimensional computer vision, and emerging areas of safety and security applications in luggage inspection and video surveillance of high-security facilities. Complete with full-color illustrations and two applications chapters, Digital Color Image Processing is the only book that covers the breadth of the subject under one convenient cover. It is written at a level that is accessible for first- and second-year graduate students in electrical and computer engineering and computer science courses, and that is also appropriate for researchers who wish to extend their knowledge in the area of color image processing.
Author | : Manjunath V. Joshi |
Publisher | : Cambridge University Press |
Total Pages | : 255 |
Release | : 2019-01-24 |
Genre | : Computers |
ISBN | : 1108475124 |
Download Multi-resolution Image Fusion in Remote Sensing Book in PDF, ePub and Kindle
Written using clear and accessible language, this useful guide discusses fundamental concepts and practices of multi-resolution image fusion.
Author | : Qiguang Miao |
Publisher | : BoD – Books on Demand |
Total Pages | : 146 |
Release | : 2013-11-20 |
Genre | : Computers |
ISBN | : 9535112066 |
Download New Advances in Image Fusion Book in PDF, ePub and Kindle
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.
Author | : Arian Azarang |
Publisher | : Morgan & Claypool Publishers |
Total Pages | : 95 |
Release | : 2021-02-24 |
Genre | : Technology & Engineering |
ISBN | : 1636390757 |
Download Image Fusion in Remote Sensing Book in PDF, ePub and Kindle
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.
Author | : Christine Pohl |
Publisher | : CRC Press |
Total Pages | : 289 |
Release | : 2016-10-03 |
Genre | : Technology & Engineering |
ISBN | : 1498730035 |
Download Remote Sensing Image Fusion Book in PDF, ePub and Kindle
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.
Author | : Luciano Alparone |
Publisher | : CRC Press |
Total Pages | : 328 |
Release | : 2015-03-06 |
Genre | : Science |
ISBN | : 1466587504 |
Download Remote Sensing Image Fusion Book in PDF, ePub and Kindle
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
Author | : Jon Y. Hardeberg |
Publisher | : Universal-Publishers |
Total Pages | : 324 |
Release | : 2001 |
Genre | : Computers |
ISBN | : 1581121350 |
Download Acquisition and Reproduction of Color Images Book in PDF, ePub and Kindle
The goal of the work reported in this dissertation is to develop methods for the acquisition and reproduction of high quality digital color images. To reach this goal it is necessary to understand and control the way in which the different devices involved in the entire color imaging chain treat colors. Therefore we addressed the problem of colorimetric characterization of scanners and printers, providing efficient and colorimetrically accurate means of conversion between a device-independent color space such as the CIELAB space, and the device-dependent color spaces of a scanner and a printer.