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Spectral variability in hyperspectral data unmixing: A comprehensive review
The spectral signatures of the materials contained in hyperspectral images, also called
endmembers (EMs), can be significantly affected by variations in atmospheric, illumination …
endmembers (EMs), can be significantly affected by variations in atmospheric, illumination …
[HTML][HTML] Comprehensive data analysis of femtosecond transient absorption spectra: A review
Nowadays, time-resolved spectroscopy data can be routinely and accurately collected in UV–
vis femtosecond transient absorption spectroscopy. However, the data analysis strategy and …
vis femtosecond transient absorption spectroscopy. However, the data analysis strategy and …
Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches
Imaging spectrometers measure electromagnetic energy scattered in their instantaneous
field view in hundreds or thousands of spectral channels with higher spectral resolution than …
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 …
Chemical imaging systems complement chemical identification by acquiring spatially …
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation
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 …
spectral and spatial resolution. This high resolution, and its spectral range, gives the ability …
Linear and nonlinear unmixing in hyperspectral imaging
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 …
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 …
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 …
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
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 …
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
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 …
with unknown proportions. The main difficulty of the problem is to ensure the full additivity …