A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization

Simões, Miguel; M. Bioucas‐Dias, José; B. Almeida, Luı́s; Chanussot, Jocelyn

doi:10.1109/tgrs.2014.2375320

Public

A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization

Published in IEEE Transactions on Geoscience and Remote Sensing • Dec 31, 2014

Authors:

Miguel Simões

José M. Bioucas‐Dias

Luı́s B. Almeida

Abstract

Hyperspectral remote sensing images (HSIs) usually have high spectral resolution and low spatial resolution. Conversely, multispectral images (MSIs) usually have low spectral and high spatial resolutions. The problem of inferring images that combine the high spectral and high spatial resolutions of ...

Subject

Hyperspectral imaging

Computer science

Algorithm

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