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portada Multi-Resolution Image Fusion in Remote Sensing
Type
Physical Book
Publisher
Author
Year
2019
Language
English
Pages
252
Format
Hardcover
ISBN13
9781108475129
Categories

Multi-Resolution Image Fusion in Remote Sensing

Manjunath V. Joshi; Kishor P. Upla (Author) · Cambridge University Press · Hardcover

Multi-Resolution Image Fusion in Remote Sensing - Manjunath V. Joshi; Kishor P. Upla

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Synopsis "Multi-Resolution Image Fusion in Remote Sensing "

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.

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