Blind source separation for imaging

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Authors: Randy A. Bartels, Olivier Pinaud
Cited by: 0

Abstract

This work is concerned with the problem of blind source separation and its applications to imaging. We first establish a theoretical result that we stated in our previous article [2] on imaging in diffusive environments. This result is a generalization of separability criteria found in the literature to arbitrary correlated complex-valued sources with additive noise. In a second step, we verify these separability conditions in two propagation regimes frequently encountered in imaging: the speckle regime and the random geometrical optics regime. Finally, we propose a new imaging method based on the blind source separation problem that improves on images obtained with the classical decomposition of the time reversal operator method.

Fields of Study & Subjects

Blind Source Separation Techniques Random lasers and scattering media Optical Imaging and Spectroscopy Techniques

Publication details

Journal / source
Inverse Problems and Imaging
Volume
0
Issue
0
Publication date
1 January 2026
Language
EN