Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation

Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation

In this paper, a new method is presented for spatial resolution enhancement of hyperspectral images (HSI) using spectral unmixing and a Bayesian sparse representation. The proposed method combines the high spectral resolution from the HSI with the high spatial resolution from a multispectral image (...

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Bibliographic Details
Main Authors: Elham Kordi Ghasrodashti, Azam Karami, Rob Heylen, Paul Scheunders
Format: Article
Language:English
Published: MDPI AG 2017-05-01
Series:Remote Sensing
Subjects:
hyperspectral image
multispectral image
Bayesian sparse representation
spectral unmixing
Online Access:http://www.mdpi.com/2072-4292/9/6/541

Internet

http://www.mdpi.com/2072-4292/9/6/541

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