书目名称 | Hyperspectral Image Fusion |
编辑 | Subhasis Chaudhuri,Ketan Kotwal |
视频video | |
概述 | First dedicated text to hyperspectral image fusion.Presents state-of-the-art fusion techniques spanning various frameworks.Provides a detailed discussion on the assessment of fusion techniques |
图书封面 |  |
描述 | .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 image |
出版日期 | Book 2013 |
关键词 | Band Selection; Calculus of Variation; Edge-preserving Filter; Fusion Consistency; Fusion Quality Assess |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4614-7470-8 |
isbn_softcover | 978-1-4899-9375-5 |
isbn_ebook | 978-1-4614-7470-8 |
copyright | Springer Science+Business Media New York 2013 |