An overview of blind source separation methods for linear-quadratic and post-nonlinear mixtures
Whereas most blind source separation (BSS) and blind mixture identification (BMI)
investigations concern linear mixtures (instantaneous or not), various recent works extended …
investigations concern linear mixtures (instantaneous or not), various recent works extended …
[LIVRE][B] Nonlinear Blind Source Separation and Blind Mixture Identification: Methods for Bilinear, Linear-quadratic and Polynomial Mixtures
This book provides a detailed survey of the methods that were recently developed to handle
advanced versions of the blind source separation problem, which involve several types of …
advanced versions of the blind source separation problem, which involve several types of …
From separability/identifiability properties of bilinear and linear-quadratic mixture matrix factorization to factorization algorithms
Y Deville - Digital Signal Processing, 2019 - Elsevier
Blind source separation (BSS) and Blind Mixture Identification (BMI) methods typically
concern unknown source signals, transferred through a given class of functions with …
concern unknown source signals, transferred through a given class of functions with …
A second-order blind source separation method for bilinear mixtures
In this paper, we are interested in the problem of Blind Source Separation using a Second-
order Statistics (SOS) method in order to separate autocorrelated and mutually independent …
order Statistics (SOS) method in order to separate autocorrelated and mutually independent …
Scanning double-sided documents without incurring show-through by learning to fuse two complementary images using multilayer perceptron
Y Chen - Plos one, 2017 - journals.plos.org
This paper presents a novel method for scanning duplex-printed documents without
incurring the unwanted show-through artifact. The proposed method achieves the goal of …
incurring the unwanted show-through artifact. The proposed method achieves the goal of …
Méthodes avancées de séparation de sources applicables aux mélanges linéaires-quadratiques
L Jarboui - 2017 - theses.hal.science
Dans cette thèse, nous nous sommes intéressés à proposer de nouvelles méthodes de
Séparation Aveugle de Sources (SAS) adaptées aux modèles de mélange non-linéaires. La …
Séparation Aveugle de Sources (SAS) adaptées aux modèles de mélange non-linéaires. La …
Optimization framework for large-scale sparse blind source separation
C Kervazo - 2019 - theses.hal.science
During the last decades, Blind Source Separation (BSS) has become a key analysis tool to
study multi-valued data. The objective of this thesis is however to focus on large-scale …
study multi-valued data. The objective of this thesis is however to focus on large-scale …
A dual estimation approach for removing the show-through effect in the scanned documents
The digital scans of double sided documents suffer from distortions because the contents on
the back side of the document often shows up on the front side in the scans and vice-versa …
the back side of the document often shows up on the front side in the scans and vice-versa …
Matrix Factorization Methods
This chapter presents the second major class of blind source separation and blind mixture
identification methods intended for linear-quadratic mixtures (including their bilinear and …
identification methods intended for linear-quadratic mixtures (including their bilinear and …
[PDF][PDF] Correção do Efeito Show-Through baseada em técnicas de Separação Cega de Fontes
RMDLR Castillo, R Suyama - biblioteca.sbrt.org.br
Uma distorção comum na digitalização de documentos é conhecida como Efeito Show-
Through, na qual a imagem digitalizada de um dos lados do documento sofre a …
Through, na qual a imagem digitalizada de um dos lados do documento sofre a …