Blind source separation and analysis of multispectral astronomical images

By D. Nuzillard, A. Bijaoui. 2000

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The Incomplete Rosetta Stone problem: Identifiability results for Multi-view Nonlinear ICA (2019, background): “Its applications are ubiquitous, including neuroimaging [28], signal processing [34], text mining [17], astronomy [31] and financial time series analysis [32].”
Multidetector multicomponent spectral matching and applications for cosmic microwave background data analysis (2002, background): “Other reports of blind component separation in astronomical data include Nuzillard & Bijaoui (2000) and Funaro et al. (2001).”
Nonnegative Least-Correlated Component Analysis for Separation of Dependent Sources by Volume Maximization (2010, background): “Other examples include remote sensing [1], astronomical imaging [9], analytical spectroscopy [10], and telecommunications [11].”