Spectral variability in hyperspectral data unmixing: A comprehensive review

RA Borsoi, T Imbiriba, JCM Bermudez… - … and remote sensing …, 2021 - ieeexplore.ieee.org
The spectral signatures of the materials contained in hyperspectral images, also called
endmembers (EMs), can be significantly affected by variations in atmospheric, illumination …

[HTML][HTML] Comprehensive data analysis of femtosecond transient absorption spectra: A review

C Ruckebusch, M Sliwa, P Pernot, A De Juan… - … of Photochemistry and …, 2012 - Elsevier
Nowadays, time-resolved spectroscopy data can be routinely and accurately collected in UV–
vis femtosecond transient absorption spectroscopy. However, the data analysis strategy and …

Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches

JM Bioucas-Dias, A Plaza, N Dobigeon… - IEEE journal of …, 2012 - ieeexplore.ieee.org
Imaging spectrometers measure electromagnetic energy scattered in their instantaneous
field view in hundreds or thousands of spectral channels with higher spectral resolution than …

Pharmaceutical applications of vibrational chemical imaging and chemometrics: a review

C Gendrin, Y Roggo, C Collet - Journal of pharmaceutical and biomedical …, 2008 - Elsevier
The emergence of chemical imaging (CI) has gifted spectroscopy an additional dimension.
Chemical imaging systems complement chemical identification by acquiring spatially …

On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation

S Moussaoui, H Hauksdottir, F Schmidt, C Jutten… - Neurocomputing, 2008 - Elsevier
The surface of Mars is currently being imaged with an unprecedented combination of
spectral and spatial resolution. This high resolution, and its spectral range, gives the ability …

Linear and nonlinear unmixing in hyperspectral imaging

N Dobigeon, Y Altmann, N Brun… - Data handling in science …, 2016 - Elsevier
Mainly due to the limited spatial resolution of the data acquisition devices, hyperspectral
image pixels generally result from the mixture of several components that are present in the …

Minimum dispersion constrained nonnegative matrix factorization to unmix hyperspectral data

A Huck, M Guillaume… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
This paper considers the problem of unsupervised spectral unmixing for hyperspectral
image analysis. Each observed pixel is assumed to be a noisy linear mixture of pure …

Polymorphism studied by lattice phonon Raman spectroscopy and statistical mixture analysis method. Application to calcium carbonate polymorphs during batch …

C Carteret, A Dandeu, S Moussaoui… - Crystal Growth and …, 2009 - ACS Publications
This paper investigated the crystallization of calcium carbonate in saline solution at different
temperatures using Raman spectroscopy. Application of an advanced mixture analysis …

Effective charge versus bare charge: an analytical estimate for colloids in the infinite dilution limit

M Aubouy, E Trizac, L Bocquet - Journal of Physics A …, 2003 - iopscience.iop.org
We propose an analytical approximation for the dependence of the effective charge on the
bare charge for spherical and cylindrical macro-ions as a function of the size of the colloid …

Bayesian separation of spectral sources under non-negativity and full additivity constraints

N Dobigeon, S Moussaoui, JY Tourneret, C Carteret - Signal Processing, 2009 - Elsevier
This paper addresses the problem of separating spectral sources which are linearly mixed
with unknown proportions. The main difficulty of the problem is to ensure the full additivity …