- Author : Manjunath V. Joshi
- Release Date : 24 January 2019
- Publisher : Cambridge University Press
- Genre : Computers
- Pages : 122 pages
- ISBN 13 : 9781108683043
Download or read book entitled Multi-resolution Image Fusion in Remote Sensing by author: Manjunath V. Joshi which was release on 24 January 2019 and published by Cambridge University Press with total page 122 pages . This book available in PDF, EPUB and Kindle Format. 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.