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Real-Time Multiple Sound Source Localization and Counting Using a Circular Microphone Array

IEEE transactions on audio, speech, and language processing, 2013-10, Vol.21 (10), p.2193-2206

2013

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Semi-Automatic Spectral Image Stitching for a Compact Hybrid Linescan Hyperspectral Camera towards Near Field Remote Monitoring of Potato Crop Leaves

Sensors (Basel, Switzerland), 2021-11, Vol.21 (22), p.7616

2021

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Informed Weighted Non-Negative Matrix Factorization Using αβ-Divergence Applied to Source Apportionment

Entropy (Basel, Switzerland), 2019-03, Vol.21 (3), p.253

2019

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A Framework for Compressed Weighted Nonnegative Matrix Factorization

IEEE transactions on signal processing, 2024, p.1-13

2024

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Fabry-Perot Spectral Deconvolution With Entropy-Weighted Penalization

IEEE sensors letters, 2024-09, Vol.8 (9), p.1-4

2024

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Temporal and time-frequency correlation-based blind source separation methods. Part I: Determined and underdetermined linear instantaneous mixtures

Signal processing, 2007-03, Vol.87 (3), p.374-407

2007

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Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: A Filtering-Based Framework

IEEE transactions on computational imaging, 2024, Vol.10, p.806-817

2024

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Joint Unmixing And Demosaicing Methods For Snapshot Spectral Images

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, p.1-5

2023

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Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework

IEEE transactions on computational imaging, 2024, Vol.10, p.848-862

2024

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Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration

IEEE transactions on signal and information processing over networks, 2018-12, Vol.4 (4), p.667-682

2018

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Random Projection Streams for (Weighted) Nonnegative Matrix Factorization

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.3280-3284

2021

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Non-negative Matrix Factorization under equality constraints—a study of industrial source identification

Applied numerical mathematics, 2014-11, Vol.85, p.1-15

2014

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In Situ Calibration of Cross-Sensitive Sensors in Mobile Sensor Arrays Using Fast Informed Non-Negative Matrix Factorization

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.3515-3519

2021

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Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations

Latent Variable Analysis and Signal Separation, 2017, Vol.10169, p.26-35

2017

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Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, p.2941-2945

2016

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Time–frequency ratio-based blind separation methods for attenuated and time-delayed sources

Mechanical systems and signal processing, 2005-11, Vol.19 (6), p.1348-1379

2005

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Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor

2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016, p.1-5

2016

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A New Deep Learning Method for Multispectral Image Time Series Completion Using Hyperspectral Data

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.1546-1550

2022

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Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization

Latent Variable Analysis and Signal Separation, 2015, Vol.9237, p.497-505

2015

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Real-time multiple sound source localization using a circular microphone array based on single-source confidence measures

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, p.2625-2628

2012

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Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures

Independent Component Analysis and Signal Separation, p.306-313

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Source counting in real-time sound source localization using a circular microphone array

2012 IEEE 7th Sensor Array and Multichannel Signal Processing Workshop (SAM), 2012, p.521-524

2012

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Bound constrained weighted NMF for industrial source apportionment

2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2014, p.1-6

2014

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Split Gradient Method for Informed Non-negative Matrix Factorization

Latent Variable Analysis and Signal Separation, p.376-383

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Non-negative Matrix Factorization using weighted beta divergence and equality constraints for industrial source apportionment

2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2013, p.1-6

2013

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Real-Time Multiple Sound Source Localization and Counting Using a Circular Microphone Array

Semi-Automatic Spectral Image Stitching for a Compact Hybrid Linescan Hyperspectral Camera towards Near Field Remote Monitoring of Potato Crop Leaves

Informed Weighted Non-Negative Matrix Factorization Using αβ-Divergence Applied to Source Apportionment

A Framework for Compressed Weighted Nonnegative Matrix Factorization

Fabry-Perot Spectral Deconvolution With Entropy-Weighted Penalization

Temporal and time-frequency correlation-based blind source separation methods. Part I: Determined and underdetermined linear instantaneous mixtures

Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: A Filtering-Based Framework

Joint Unmixing And Demosaicing Methods For Snapshot Spectral Images

Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework

Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration

Random Projection Streams for (Weighted) Nonnegative Matrix Factorization

Non-negative Matrix Factorization under equality constraints—a study of industrial source identification

In Situ Calibration of Cross-Sensitive Sensors in Mobile Sensor Arrays Using Fast Informed Non-Negative Matrix Factorization

Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations

Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model

Time–frequency ratio-based blind separation methods for attenuated and time-delayed sources

Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor

A New Deep Learning Method for Multispectral Image Time Series Completion Using Hyperspectral Data

Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization

Real-time multiple sound source localization using a circular microphone array based on single-source confidence measures

Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures

Source counting in real-time sound source localization using a circular microphone array

Bound constrained weighted NMF for industrial source apportionment

Split Gradient Method for Informed Non-negative Matrix Factorization

Non-negative Matrix Factorization using weighted beta divergence and equality constraints for industrial source apportionment

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