Real-Time Progressive Hyperspectral Image Processing
Author | : Chein-I Chang |
Publisher | : Springer |
Total Pages | : 629 |
Release | : 2016-03-22 |
ISBN-10 | : 9781441961877 |
ISBN-13 | : 1441961879 |
Rating | : 4/5 (77 Downloads) |
Download or read book Real-Time Progressive Hyperspectral Image Processing written by Chein-I Chang and published by Springer. This book was released on 2016-03-22 with total page 629 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers the most crucial parts of real-time hyperspectral image processing: causality and real-time capability. Recently, two new concepts of real time hyperspectral image processing, Progressive HyperSpectral Imaging (PHSI) and Recursive HyperSpectral Imaging (RHSI). Both of these can be used to design algorithms and also form an integral part of real time hyperpsectral image processing. This book focuses on progressive nature in algorithms on their real-time and causal processing implementation in two major applications, endmember finding and anomaly detection, both of which are fundamental tasks in hyperspectral imaging but generally not encountered in multispectral imaging. This book is written to particularly address PHSI in real time processing, while a book, Recursive Hyperspectral Sample and Band Processing: Algorithm Architecture and Implementation (Springer 2016) can be considered as its companion book.