Multispectral Image Fusion and Colorization
Title | Multispectral Image Fusion and Colorization PDF eBook |
Author | Yufeng Zheng (Associate professor) |
Publisher | |
Pages | |
Release | 2018 |
Genre | Computer vision |
ISBN | 9781510619098 |
"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"--
Image Fusion and Its Applications
Title | Image Fusion and Its Applications PDF eBook |
Author | Yufeng Zheng |
Publisher | BoD – Books on Demand |
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.
Multi-resolution Image Fusion in Remote Sensing
Title | Multi-resolution Image Fusion in Remote Sensing PDF eBook |
Author | Manjunath V. Joshi |
Publisher | Cambridge University Press |
Pages | |
Release | 2019-01-24 |
Genre | Computers |
ISBN | 1108683045 |
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.
Multispectral Image Fusion and Colorization
Title | Multispectral Image Fusion and Colorization PDF eBook |
Author | Yufeng Zheng (Associate professor) |
Publisher | |
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"--
Remote Sensing Image Fusion
Title | Remote Sensing Image Fusion PDF eBook |
Author | Christine Pohl |
Publisher | CRC Press |
Pages | 289 |
Release | 2016-10-03 |
Genre | Technology & Engineering |
ISBN | 1498730035 |
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.
Acquisition and Reproduction of Color Images
Title | Acquisition and Reproduction of Color Images PDF eBook |
Author | Jon Y. Hardeberg |
Publisher | Universal-Publishers |
Pages | 324 |
Release | 2001 |
Genre | Computers |
ISBN | 1581121350 |
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.
New Advances in Image Fusion
Title | New Advances in Image Fusion PDF eBook |
Author | Qiguang Miao |
Publisher | BoD – Books on Demand |
Pages | 146 |
Release | 2013-11-20 |
Genre | Computers |
ISBN | 9535112066 |
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.