We provide a view of the current research directions in source separation for recovering cosmological components in multichannel measurements of the sky. We identify fallacies of standard source separation approaches to the cosmology problem and discuss important challenges which require the development of new methodology for source separation. In particular, we discuss nonstationary source separation and dependent source separation.

New challenges in source separation for cosmology images

Kuruoglu E E
2010

Abstract

We provide a view of the current research directions in source separation for recovering cosmological components in multichannel measurements of the sky. We identify fallacies of standard source separation approaches to the cosmology problem and discuss important challenges which require the development of new methodology for source separation. In particular, we discuss nonstationary source separation and dependent source separation.
2010
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
978-1-4244-7165-2
Physical Sciences and Engineering. Astronomy
Models. Statistical
85A35 Statistical astronomy
68Q32 Computational learning theory
Cosmology
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/63081
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