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Multi-resolution image fusion in remote sensing / Manjunath V. Joshi and Kishor P. Upla

By: Contributor(s): Material type: TextTextPublication details: India Cambridge University Press 2019Description: 234 pISBN:
  • 9781108475129
Subject(s): DDC classification:
  • 006.37 JOS-M
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Holdings
Item type Current library Collection Shelving location Call number Status Date due Barcode Item holds
Books Books BITS Pilani Hyderabad 003-007 General Stack (For lending) 006.37 JOS-M (Browse shelf(Opens below)) Available 40707
Total holds: 0

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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