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hal-01178559v1  Conference papers
Djaouad BenachirShahram HosseiniYannick DevilleMoussa KarouiAbdelkader Hameurlain. Modified Independent Component Analysis for Initializing Non-negative Matrix Factorization : An approach to Hyperspectral Image Unmixing
International Workshop on Electronics, Control, Modelling, Measurement and Signals (ECMS 2013), Jun 2013, Toulouse, France. pp. 1-6
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hal-01930658v1  Reports
Christiane WeberThomas HouetSébastien GadalRahim AguejdadGrzegorz Skupinski et al.  Hyperspectral Imagery for Environmental Urban Planning
[Research Report] CNRS UMR TETIS, ESPACE, LETG, ONERA, GIPSA-lab, IRAP, IGN. 2018
hal-02281003v1  Conference papers
Christiane WeberThomas HouetSébastien GadalRahim AguejdadGrzegorz Skupinski et al.  HYEP HYperspectral imagery for Environmental urban Planning : principaux résultats
7ème colloque scientifique du groupe SFPT-GH, ONERA - SFTP, Jul 2019, Toulouse, France
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hal-01852844v1  Conference papers
Christiane WeberRahim AguejdadXavier BriottetJosselin AvalSophie Fabre et al.  Hyperspectral Imagery for Environmental Urban Planning
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2018, IEEE, Jul 2018, Valencia, Spain. pp.1628-1631
hal-00608734v1  Conference papers
Matthieu PuigtYannick Deville. Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures
8th Int. Conf. on Independent Component Analysis and Signal Separation (ICA), 2009, Paraty, Brazil. Lecture Notes in Computer Science, 2009, Volume 5441/2009, 306-313
hal-00608737v1  Conference papers
Ines MeganemYannick DevilleMatthieu Puigt. Blind separation methods based on correlation for sparse possibly-correlated images
IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2010, Dallas, United States. pp. 1334 - 1337, ⟨10.1109/ICASSP.2010.5495438⟩
hal-00460660v1  Book sections
Yannick DevilleChristian JuttenRicardo Vigario. Overview of source separation applications
Pierre Comon, Christian Jutten. Handbook of blind source separation. Independent component analysis and applications, Academic Press (Elsevier), pp.639-682, 2010
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hal-01796756v1  Poster communications
Matthieu PuigtYannick Deville. Principles and performance of the LI-TIFROM software
presented during (but not included in the proceeding of) the 8th International Conference on Independent Component Analysis and Blind Source Separation (ICA 2009), Mar 2009, Paraty, Brazil
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hal-01413554v1  Conference papers
Yannick DevilleDass BissessurMatthieu PuigtShahram HosseiniHervé Carfantan. A time-scale correlation-based blind separation method applicable to correlated sources
14th European Symposium on Artificial Neural Networks (ESANN 2006), Apr 2006, Bruges, Belgium. pp.337-344
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hal-02127154v1  Conference papers
Charlotte RevelYannick DevilleVéronique AchardXavier Briottet. Impact of the initialisation of a blind unmixing method dealing with intra-class variability
ESANN 2017 25thEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, BRUGES, Belgium
inria-00544027v1  Book sections
Emmanuel VincentYannick Deville. Audio applications
P. Comon and C. Jutten. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Academic Press, pp.779--819, 2010, ⟨10.1016/B978-0-12-374726-6.00024-2⟩
hal-01393317v1  Conference papers
Yannick DevilleMatthieu PuigtBenoit Albouy. Time-frequency blind signal separation : extended methods, performance evaluation for speech sources
Proceedings of the International Joint Conference on Neural Networks (IJCNN 2004), Jul 2004, Budapest, Hungary. pp. 255-260, ⟨10.1109/IJCNN.2004.1379909⟩
hal-02283894v1  Conference papers
Lina JarbouiShahram HosseiniRima GuidaraYannick DevilleAhmed Ben Hamida. A map-based NMF approach to hyperspectral image unmixing using a linear-quadratic mixture model
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2016, Shanghai, France. pp.3356-3360
hal-02283896v1  Conference papers
Lina JarbouiShahram HosseiniYannick DevilleRima GuidaraAhmed Ben Hamida. A new unsupervised method for hyperspectral image unmixing using a linear-quadratic model
2014 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Mar 2014, Sousse, France. pp.423-428
hal-01708026v1  Conference papers
Yannick DevilleAlain DevilleSimon RebeyrolAli Mansour. Analytical performance analysis for blind quantum source separation with time-varying coupling
23rd Asia-Pacific Conference on Communications (APCC), Curtin University; The University of New South Wales, Dec 2017, Perth, Australia
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hal-00525945v1  Conference papers
Leonardo Tomazeli DuarteRicardo SuyamaRomis AttuxYannick DevilleJoao Romano et al.  Blind Source Separation of Overdetermined Linear-Quadratic Mixtures
9th International Conference Latent Variable Analysis and Signal Separation (LVA/ICA 2010), Sep 2010, Saint Malo, France. pp.263-270
hal-00367650v1  Conference papers
Moussa Sofiane KarouiYannick DevilleShahram HosseiniA. OuamriDanielle Ducrot. Contribution of non-negative matrix factorization to the classification of remote sensing images
SPIE Europe Remote Sensing Conference: Image and Signal Processing for Remote Sensing XIV, Sep 2008, Cardiff, United Kingdom. pp.71090X, ⟨10.1117/12.799749⟩
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hal-00817202v1  Conference papers
Matthieu PuigtEmmanuel VincentYannick DevilleAnthony GriffinAthanasios Mouchtaris. Effects of audio coding on ICA performance: an experimental study
11th IEEE Int. Workshop on Electronics, Control, Measurement, Signals and their application to Mechatronics, Jun 2013, Toulouse, France
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hal-01166256v1  Conference papers
Djaouad BenachirShahram HosseiniYannick DevilleMoussa KarouiAbdelkader Hameurlain. Modified Independent Component Analysis for Initializing Non-negative Matrix Factorization : An approach to Hyperspectral Image Unmixing
WHISPERS 2013 : 5th IEEE Workshop on Hyperstectral Image and Signal Processing : Evolution in Remote Sensing, Jun 2013, Gainesville, United States. pp. 1-6
hal-01393320v1  Conference papers
Matthieu PuigtYannick Deville. A time-frequency ratio-based source separation method for time-delayed mixtures exploiting constant-time zones
Proceedings of the 7th International Workshop on Electronics, Control, Modelling, Measurement and Signals (ECMS 2005), May 2005, Toulouse, France
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