Jie Chen's Homepage

Conference publications

2018

  • M. Zhao, J. Chen,  "A dataset with ground-truth for hyperspectral unmixing", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, Jul. 2018.

  • X. Yang, Z. Li, J. Chen"Spatially regularized sparseCEM for target detection in hyperspectral images", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, Jul. 2018. 

  • S. Liu, J. Chen, P.-Y. Chen and A. O. Hero, "Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications,"   International Conference on Artificial Intelligence and Statistics (AISTATS), Apr. 2018.

  • J. Chen,  S. Liu, P.-Y. Chen, "Zeroth-order diffusion adaptation over networks", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, Apr. 2018.

  • D. Jin, J. Chen, C. Richard, J. Chen, "Adaptive parameters adjustment for group reweighted zero-attracting LMS'", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, Apr. 2018.

  • R. Nassif,  C. Richard, J. Chen, A. Sayed, "Distributed diffusion adaptation over graph signals", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, Apr. 2017.


2017

  • S. Jiu,  P. Chen, J. Chen, A. Hero, “Convergence Analysis of Zeroth-Order Online Alternating Direction Method of Multipliers”, NIPS Workshop on Optimization for Machine Learning, Dec. 2017.

  • R. Nassif,  C. Richard, J. Chen, A. Sayed, "A Graph Diffusion LMS Strategy for Adaptive Graph Signal Processing", Asilomar Conference on Signals, Systems and Computers (ASILOMAR), Pacific Grove (CA), USA, Nov. 2017. 

  • R. Nassif,  C. Richard, J. Chen, R. Couillet, P. Borgnat, "Filtrage LMS sur Graphe. Algorithme et Analyse", Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI), Juan-Les-Pins, France, Sep. 2017.  

  • Y. Song,  E.-H. Djermoune, J. Chen, C. Richard, D. Brie, "Déconvolution en ligne d'images hyperspectrales pour les imageurs de type pushbroom", Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI), Juan-Les-Pins, France, Sep. 2017.  

2016

  • J. Chen, C. Richard, "Robust nonlinear unmixing of hyperspectral images with a linear-mixture/nonlinear fluctuation model", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China, Jul. 2016. 

  • J. Chen, S. K. Ting, C. Richard, A. H. Sayed, "Group diffusion LMS"IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, Mar. 2016. 

  • R. Nassif,  C. Richard, J. Chen, A. Ferrari, A. Sayed, "Diffusion LMS over multitask networks with noisy links", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, Mar. 2016.

2015

  • J. Chen, C. Richard, A. H. Sayed, "Adaptive clustering for multitask diffusion networks"European Signal Processing Conference (EUSIPCO), Nice, France, Sep. 2015. 

  • W. Gao, J. Chen, C. Richard, J. C. M. Bermudez, J. Huang, "Convergence analysis of the augmented complex KLMS algorithm with pre-tuned dictionary", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, Apr. 2015. 

  • W. Gao, J. Chen, C. Richard, J. Huang, "Diffusion adaptation over networks with kernel least-mean-square", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Cancun, Mexico, Dec. 2015.

  • T. Wang, J. Chen, A. Zhu, H. Snoussi, "Event analysis based on multiple video sensors for cooperative environment perception", International Conference in Informatics and Computing, Nanjing, China, Dec. 2015. 

2014

  • J. Chen, W. Gao, C. Richard, J. Huang, "Convergence analysis of kernel LMS algorithm pre-tuned dictionary", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, May 2014. 

  • J. Chen, C. Richard, A. H. Sayed, "Diffusion LMS for clustered multitask network"IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, May 2014. 

  • J. Chen, C. Richard, A. O. Hero, "Nonlinear unmixing of hyperspectral images using a semiparametric model and spatial regularization", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, May 2014. 

  • J. Chen, C. Richard, A. O. Hero, A. H. Sayed,  "Diffusion LMS for multitask problems with overlapping hypothesis subspaces", IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Reims, France, Sep. 2014.   [pdf] 

2013

  • J. Chen, C. Richard, A. Frrari, P, Honeine, "Nonlinear unmixing of hyperspectral data with partially linear least-squares support vector regression", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, May 2013.   [pdf] 

  • W. Gao, J. Chen, C. Richard, J. Huang, R. Flamary, "Kernel LMS algorithm with forward-backward splitting for dictionary learning", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, May 2013.   [pdf]

  • J. Chen, C. Richard, P. Honeine, "Estimating abundance fractions of materials in hyperspectral images by fitting a post-nonlinear mixing model", IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Gainesville, US, Jun. 2013. 

  • J. Chen, C. Richard, J. C. M. Bermudez, P. Honeine, "Non-stationary analysis of the convergence of the non-negative least-mean-square algorithm", European Conference on Signal Processing (EUSIPCO), Marrakech, Morocco, Sep. 2013. 

  • J. Chen, C. Richard, "Performance analysis of diffusion LMS in multitask networks", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Saint Martin, France, Dec. 2013.   [pdf] 

2012

  • J. Chen, C. Richard, P. Honeine, "Nonlinear unmixing of hyperspectral images with multi-kernel learning.", IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Shanghai, China, Jun. 2012. 

  • J. Chen, C. Richard, P. Honeine, J.-Y. Tourneret, "Prediction of rain attenuation series with discretized spectral model", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Munich, Germany, Jul. 2012.

2011

  • J. Chen, C. Richard, P, Honeine, "A novel kernel-based nonlinear unmixing scheme of hyperspectral images", Asilomar Conference on Signals, Systems and Computers (ASILOMAR), Pacific Grove (CA), USA, Nov. 2011. 

  • J. Chen, C. Richard, J. C. M. Bermudez, P, Honeine, "A Modified non-negative LMS algorithm and its stochastic behavior analysis", Asilomar Conference on Signals, Systems and Computers (ASILOMAR), Pacific Grove (CA), USA, Nov. 2011. 

  • J. Chen, C. Richard, P, Honeine, C. Theys, H. Lanteri, "Online system identification undernon-negativity and ℓ1-norm Constraints -- Algorithm and weight behavior analysis", European Conference on Signal Processing (EUSIPCO), Barcelone, Spain, Aug. 2011.   [pdf]

  • J. Chen, C. Richard, P, Honeine, C. Theys, H. Lanteri, "A gradient based method for fully constrained least-squares unmixing of hyperspectral images", IEEE Workshop on Statistical Signal Processing (SSP), Nice, France, Jun. 2011. 

  • J. Chen, C. Richard, P, Honeine, "Un nouveau paradigme pour le démélange nonlinéaire des images hyperspectrales", Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI), Bordeaux, France, Sep. 2011.   [pdf] 

  • J. Chen, C. Richard, J. C. M. Bermudez, P, Honeine, "Filtrage adatatif avec contrainte de non-négativité - principes de l'algorihtme NN-LMS et modèle de convergence", Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI), Bordeaux, France, Sep. 2011.   [pdf] 

2010

  • J. Chen, C. Richard, P, Honeine, H. Lanteri, C. Theys, "System identification under non-negativity constraints", European Conference on Signal Processing (EUSIPCO), Aalborg, Denmark, Aug. 2010.   [pdf] 

  • J. Chen, C. Richard, P, Honeine, J. C. M. Bermudez, "Non-negative distributed regression for data inference in wireless sensor networks", Asilomar Conference on Signals, Systems and Computers (ASILOMAR), Pacific Grove (CA), USA, Nov. 2010.   [pdf] 

  • J. Chen, C. Richard, P, Honeine, H. Snoussi, C. Theys, H. Lanteri, "Techniques d'apprentissage nonlineaires en ligne avec contraintes de positivité", Conférence Internationale Francophone d'Automatique (CIFA), Nancy, France, Jun. 2010. 

2009

  • C. Wang, J. Chen, W. Han, Q. Yin, W. Wang, J. Chen, "A Distributed Localization System Based on Phase Measurement for Wireless Sensor Networks", International Conference on Networks Security, Wireless Communications and Trusted Computing, Wuhan, China, Apr. 2009.

JChomepage : Updated 25 Feb. 2015
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