On-Line Nonnegative Matrix Factorization Method Using Recursive Least Squares for Acoustic Signal Processing Systems

Seokjin LEE; Sang Ha PARK; Koeng-Mo SUNG

doi:10.1587/transfun.e94.a.2022

On-Line Nonnegative Matrix Factorization Method Using Recursive Least Squares for Acoustic Signal Processing Systems

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e94.a.2022 ◽

2011 ◽

Vol E94-A (10) ◽

pp. 2022-2026 ◽

Cited By ~ 3

Author(s):

Seokjin LEE ◽

Sang Ha PARK ◽

Koeng-Mo SUNG

Keyword(s):

Signal Processing ◽

Least Squares ◽

Acoustic Signal ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Method ◽

Recursive Least Squares ◽

Signal Processing Systems ◽

On Line

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RLS-Based On-Line Sparse Nonnegative Matrix Factorization Method for Acoustic Signal Processing Systems

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e96.a.980 ◽

2013 ◽

Vol E96.A (5) ◽

pp. 980-985 ◽

Cited By ~ 3

Author(s):

Seokjin LEE

Keyword(s):

Signal Processing ◽

Acoustic Signal ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Method ◽

Signal Processing Systems ◽

Sparse Nonnegative Matrix Factorization ◽

On Line

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Low-Complexity Recursive-Least-Squares-Based Online Nonnegative Matrix Factorization Algorithm for Audio Source Separation

IEICE Transactions on Information and Systems ◽

10.1587/transinf.2016edl8226 ◽

2017 ◽

Vol E100.D (5) ◽

pp. 1152-1156

Author(s):

Seokjin LEE

Keyword(s):

Least Squares ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Low Complexity ◽

Recursive Least Squares ◽

Factorization Algorithm ◽

Audio Source Separation

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Improved Spatial Information Constrained Nonnegative Matrix Factorization Method for Hyperspectral Unmixing

Laser & Optoelectronics Progress ◽

10.3788/lop56.111006 ◽

2019 ◽

Vol 56 (11) ◽

pp. 111006

Author(s):

李登刚 Denggang Li ◽

王忠美 Zhongmei Wang

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Spatial Information ◽

Nonnegative Matrix ◽

Factorization Method ◽

Hyperspectral Unmixing

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Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2015.2419184 ◽

2015 ◽

Vol 9 (6) ◽

pp. 1142-1155 ◽

Cited By ~ 12

Author(s):

Qing Qu ◽

Nasser M. Nasrabadi ◽

Trac D. Tran

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Method ◽

Hyperspectral Unmixing

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A novel nonnegative matrix factorization method for hyperspectral unmixing

Tenth International Conference on Graphics and Image Processing (ICGIP 2018) ◽

10.1117/12.2524186 ◽

2019 ◽

Author(s):

Nan Xu ◽

Huadong Yang

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Method ◽

Hyperspectral Unmixing

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A novel edge-preserving nonnegative matrix factorization method for spectral unmixing

10.1117/12.2228424 ◽

2015 ◽

Author(s):

Wenxing Bao ◽

Ruishi Ma

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Method ◽

Spectral Unmixing ◽

Edge Preserving

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Local and Non-Local Feature-Based Kernel Nonnegative Matrix Factorization Method for Face Recognition

2016 12th International Conference on Computational Intelligence and Security (CIS) ◽

10.1109/cis.2016.0033 ◽

2016 ◽

Author(s):

Wensheng Chen ◽

Qian Wang ◽

Binbin Pan ◽

Yugao Li

Keyword(s):

Face Recognition ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Method ◽

Local Feature ◽

Feature Based ◽

Non Local

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Supervised Discriminant Nonnegative Matrix Factorization Method

2009 Second International Symposium on Knowledge Acquisition and Modeling ◽

10.1109/kam.2009.261 ◽

2009 ◽

Cited By ~ 1

Author(s):

Xaobing Pei ◽

Laiyuan Xiao

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Factorization Method

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On-Line Nonnegative Matrix Factorization for Music Signal Separation

2014 Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing ◽

10.1109/iih-msp.2014.146 ◽

2014 ◽

Author(s):

Seokjin Lee

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Signal Separation ◽

Music Signal ◽

On Line

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Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions

10.23919/eusipco54536.2021.9615922 ◽

2021 ◽

Author(s):

Cecile Hautecoeur ◽

Francois Glineur ◽

Lieven De Lathauwer

Keyword(s):

Least Squares ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Nonlinear Least Squares ◽

Rational Functions

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