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\n\n \n \n \n \n \n Bayesian compressed sensing in ultrasound imaging.\n \n \n \n\n\n \n Quinsac, C.; Dobigeon, N.; Basarab, A.; Tourneret, J.; and Kouamé, D.\n\n\n \n\n\n\n In
Proc. IEEE Int. Workshop Comput. Adv. in Multi-Sensor Adaptive Process. (CAMSAP), pages 101–104, San Juan, Puerto Rico, Dec. 2011. \n
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@Inproceedings{Quinsac_IEEE_CAMSAP_2011,\n author = {C. Quinsac and N. Dobigeon and A. Basarab and J.-Y. Tourneret and D. Kouam\\'e},\n title = {Bayesian compressed sensing in ultrasound imaging},\n booktitle = {Proc. IEEE Int. Workshop Comput. Adv. in Multi-Sensor Adaptive Process. (CAMSAP)},\n year = {2011},\n month = {Dec.},\n address = {San Juan, Puerto Rico},\n pages = {101--104},\n webpage = {http://dobigeon.perso.enseeiht.fr/applications/app_US.html},\n note = {invited paper},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Bayesian estimation of a subspace.\n \n \n \n\n\n \n Besson, O.; Dobigeon, N.; and Tourneret, J.\n\n\n \n\n\n\n In
Rec. 45th IEEE Asilomar Conf. Signals, Systems and Computers (Asilomar), pages 629–633, Pacific Grove, CA, Nov. 2011. \n
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@Inproceedings{Besson_IEEE_Asilomar_2011,\n author = {O. Besson and N. Dobigeon and J.-Y. Tourneret},\n title = {Bayesian estimation of a subspace},\n booktitle = {Rec. 45th IEEE Asilomar Conf. Signals, Systems and Computers (Asilomar)},\n year = {2011},\n month = {Nov.},\n address = {Pacific Grove, CA},\n pages = {629--633},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Investigation of a small set of hyperspectral images through non-negative source separation.\n \n \n \n\n\n \n Tréguier, E.; Schmidt, F.; Erard, S.; Schmidt, A.; Cardesín, A.; Martin, P.; Pinet, P.; Moussaoui, S.; and Dobigeon, N.\n\n\n \n\n\n\n In
Proc. European Planetary Science Congress (EPSC), volume 6, Nantes, France, Oct. 2011. \n
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@Inproceedings{Treguier_EPSC_2011,\n author = {E. Tr\\'eguier and F. Schmidt and S. Erard and A. Schmidt\n and A. Cardes\\'in and P. Martin and P. Pinet and S. Moussaoui and N. Dobigeon},\n title = {Investigation of a small set of hyperspectral images through non-negative source separation},\n booktitle = {Proc. European Planetary Science Congress (EPSC)},\n volume = {6},\n year = {2011},\n month = {Oct.},\n address = {Nantes, France},\n paper = {1852-1},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Segmentation of high frequency ultrasound images using a spatially coherent generalized Rayleigh mixture model.\n \n \n \n\n\n \n Pereyra, M.; Dobigeon, N.; Batatia, H.; and Tourneret, J.\n\n\n \n\n\n\n In
Proc. European Signal Processing Conf. (EUSIPCO), pages 664–668, Barcelona, Spain, Sept. 2011. \n
invited paper\n\n
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@Inproceedings{Pereyra_EUSIPCO_2011,\n author = {M. Pereyra and N. Dobigeon and H. Batatia and J.-Y. Tourneret},\n title = {Segmentation of high frequency ultrasound images using a spatially coherent generalized {R}ayleigh mixture model},\n booktitle = {Proc. European Signal Processing Conf. (EUSIPCO)},\n year = {2011},\n month = {Sept.},\n address = {Barcelona, Spain},\n pages = {664--668},\n webpage = {http://dobigeon.perso.enseeiht.fr/applications/app_US.html},\n note = {invited paper},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Unmixing hyperspectral images using the generalized bilinear model.\n \n \n \n\n\n \n Halimi, A.; Altmann, Y.; Dobigeon, N.; and Tourneret, J.\n\n\n \n\n\n\n In
Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), pages 1886–1889, Vancouver, Canada, July 2011. \n
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@Inproceedings{Halimi_IEEE_IGARSS_2011,\n author = {A. Halimi and Y. Altmann and N. Dobigeon and J.-Y. Tourneret},\n title = {Unmixing hyperspectral images using the generalized bilinear model},\n booktitle = {Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS)},\n year = {2011},\n month = {July},\n address = {Vancouver, Canada},\n pages = {1886--1889},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n A polynomial post nonlinear model for hyperspectral image unmixing.\n \n \n \n\n\n \n Altmann, Y.; Halimi, A.; Dobigeon, N.; and Tourneret, J.\n\n\n \n\n\n\n In
Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), pages 1882–1885, Vancouver, Canada, July 2011. \n
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@Inproceedings{Altmann_IEEE_IGARSS_2011b,\n author = {Y. Altmann and A. Halimi and N. Dobigeon and J.-Y. Tourneret},\n title = {A polynomial post nonlinear model for hyperspectral image unmixing},\n booktitle = {Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS)},\n year = {2011},\n month = {July},\n address = {Vancouver, Canada},\n pages = {1882--1885},\n webpage = {http://dobigeon.perso.enseeiht.fr/applications/app_hyper_PPNM.html},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares.\n \n \n \n\n\n \n Altmann, Y.; Dobigeon, N.; McLaughlin, S.; and Tourneret, J.\n\n\n \n\n\n\n In
Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), pages 1151–1154, Vancouver, Canada, July 2011. \n
invited paper\n\n
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@Inproceedings{Altmann_IEEE_IGARSS_2011a,\n author = {Y. Altmann and N. Dobigeon and S. McLaughlin and J.-Y. Tourneret},\n title = {Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares},\n booktitle = {Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS)},\n year = {2011},\n month = {July},\n address = {Vancouver, Canada},\n pages = {1151--1154},\n note = {invited paper},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Bayesian segmentation of chest tumors in PET Scans using a Poisson-Gamma mixture model.\n \n \n \n\n\n \n Irace, Z.; Pereyra, M.; Dobigeon, N.; and Batatia, H.\n\n\n \n\n\n\n In
Proc. IEEE Workshop on Statistical Signal Processing (SSP), pages 809–812, Nice, France, June 2011. \n
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@Inproceedings{Irace_IEEE_SSP_2011,\n author = {Z. Irace and M. Pereyra and N. Dobigeon and H. Batatia},\n title = {Bayesian segmentation of chest tumors in {PET} Scans using a {P}oisson-{G}amma mixture model},\n booktitle = {Proc. IEEE Workshop on Statistical Signal Processing (SSP)},\n year = {2011},\n month = {June},\n address = {Nice, France},\n pages = {809--812},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Nonlinear unmixing of hyperspectral images using a generalized bilinear model.\n \n \n \n\n\n \n Halimi, A.; Altmann, Y.; Dobigeon, N.; and Tourneret, J.\n\n\n \n\n\n\n In
Proc. IEEE Workshop on Statistical Signal Processing (SSP), pages 413–416, Nice, France, June 2011. \n
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@Inproceedings{Halimi_IEEE_SSP_2011,\n author = {A. Halimi and Y. Altmann and N. Dobigeon and J.-Y. Tourneret},\n title = {Nonlinear unmixing of hyperspectral images using a generalized bilinear model},\n booktitle = {Proc. IEEE Workshop on Statistical Signal Processing (SSP)},\n year = {2011},\n month = {June},\n address = {Nice, France},\n pages = {413--416},\n webpage = {http://dobigeon.perso.enseeiht.fr/applications/app_hyper_GBM.html},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Joint spectral classification and unmixing using adaptative pixel neighborhoods.\n \n \n \n\n\n \n Eches, O.; Benediktsson, J. A.; Dobigeon, N.; and Tourneret, J.\n\n\n \n\n\n\n In
Proc. IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS), pages 1–4, Lisbon, Portugal, June 2011. \n
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@Inproceedings{Eches_IEEE_WHISPERS_2011,\n author = {O. Eches and J. A. Benediktsson and N. Dobigeon and J.-Y. Tourneret},\n title = {Joint spectral classification and unmixing using adaptative pixel neighborhoods},\n booktitle = {Proc. IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS)},\n year = {2011},\n month = {June},\n address = {Lisbon, Portugal},\n pages = {1--4},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Bilinear models for nonlinear unmixing of hyperspectral images.\n \n \n \n\n\n \n Altmann, Y.; Dobigeon, N.; and Tourneret, J.\n\n\n \n\n\n\n In
Proc. IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS), pages 1–4, Lisbon, Portugal, June 2011. \n
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@Inproceedings{Altmann_IEEE_WHISPERS_2011,\n author = {Y. Altmann and N. Dobigeon and J.-Y. Tourneret},\n title = {Bilinear models for nonlinear unmixing of hyperspectral images},\n booktitle = {Proc. IEEE GRSS Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS)},\n year = {2011},\n month = {June},\n address = {Lisbon, Portugal},\n pages = {1--4},\n webpage = {http://dobigeon.perso.enseeiht.fr/applications/app_hyper_GBM.html},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model.\n \n \n \n\n\n \n Pereyra, M.; Dobigeon, N.; Batatia, H.; and Tourneret, J.\n\n\n \n\n\n\n In
Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP), pages 729–732, Prague, Czech Republic, May 2011. \n
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@Inproceedings{Pereyra_IEEE_ICASSP_2011,\n author = {M. Pereyra and N. Dobigeon and H. Batatia and J.-Y. Tourneret},\n title = {Labeling skin tissues in ultrasound images using a generalized {R}ayleigh mixture model},\n booktitle = {Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP)},\n year = {2011},\n month = {May},\n address = {Prague, Czech Republic},\n pages = {729--732},\n webpage = {http://dobigeon.perso.enseeiht.fr/applications/app_US.html},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Variational methods for spectral unmixing of hyperspectral unmixing.\n \n \n \n\n\n \n Eches, O.; Dobigeon, N.; Tourneret, J.; and Snoussi, H.\n\n\n \n\n\n\n In
Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP), pages 957–960, Prague, Czech Republic, May 2011. \n
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@Inproceedings{Eches_IEEE_ICASSP_2011,\n author = {O. Eches and N. Dobigeon and J.-Y. Tourneret and H. Snoussi},\n title = {Variational methods for spectral unmixing of hyperspectral unmixing},\n booktitle = {Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP)},\n year = {2011},\n month = {May},\n address = {Prague, Czech Republic},\n pages = {957--960},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Bernoulli-Gaussian model for gene expression analysis.\n \n \n \n\n\n \n Bazot, C.; Dobigeon, N.; and Tourneret, J.\n\n\n \n\n\n\n In
Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP), pages 5996–5999, Prague, Czech Republic, May 2011. \n
invited paper\n\n
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@Inproceedings{Bazot_IEEE_ICASSP_2011,\n author = {C. Bazot and N. Dobigeon and J.-Y. Tourneret},\n title = {Bernoulli-{G}aussian model for gene expression analysis},\n booktitle = {Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP)},\n year = {2011},\n month = {May},\n address = {Prague, Czech Republic},\n pages = {5996--5999},\n note = {invited paper},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery.\n \n \n \n\n\n \n Altmann, Y.; Halimi, A.; Dobigeon, N.; and Tourneret, J.\n\n\n \n\n\n\n In
Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP), pages 1009–1012, Prague, Czech Republic, May 2011. \n
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@Inproceedings{Altmann_IEEE_ICASSP_2011,\n author = {Y. Altmann and A. Halimi and N. Dobigeon and J.-Y. Tourneret},\n title = {Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery},\n booktitle = {Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP)},\n year = {2011},\n month = {May},\n address = {Prague, Czech Republic},\n pages = {1009--1012},\n webpage = {http://dobigeon.perso.enseeiht.fr/applications/app_hyper_PPNM.html},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Non-negative Matrix Factorisation in Context.\n \n \n \n\n\n \n Schmidt, A.; Tréguier, E.; Schmidt, F.; Moussaoui, S.; and Dobigeon, N.\n\n\n \n\n\n\n In
Proc. European Geosciences Union General Assembly (EGU), volume 11, Vienna, Austria, April 2011. \n
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@Inproceedings{Schmidt_EGU_2011,\n author = {A. Schmidt and E. Tr\\'eguier and F. Schmidt and S. Moussaoui and N. Dobigeon},\n title = {Non-negative Matrix Factorisation in Context},\n booktitle = {Proc. European Geosciences Union General Assembly (EGU)},\n volume = {11},\n year = {2011},\n month = {April},\n address = {Vienna, Austria},\n paper = {9072-1},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Analysis of a collection of planetary hyperspectral images through non-negative source separation.\n \n \n \n\n\n \n Tréguier, E.; Schmidt, A.; Schmidt, F.; Cardesín, A.; Erard, S.; Martin, P.; Pinet, P.; Moussaoui, S.; and Dobigeon, N.\n\n\n \n\n\n\n In
Proc. European Geosciences Union General Assembly (EGU), volume 13, Vienna, Austria, April 2011. \n
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@Inproceedings{Treguier_EGU_2011,\n author = {E. Tr\\'eguier and A. Schmidt and F. Schmidt and A. Cardes\\'in\n and S. Erard and P. Martin and P. Pinet and S. Moussaoui and N. Dobigeon},\n title = {Analysis of a collection of planetary hyperspectral images through non-negative source separation},\n booktitle = {Proc. European Geosciences Union General Assembly (EGU)},\n volume = {13},\n year = {2011},\n month = {April},\n address = {Vienna, Austria},\n paper = {13174},\n type\t\t = {International conferences}, \n}\n\n\n\n
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\n\n \n \n \n \n \n Myopic reconstruction and its application to MRFM data.\n \n \n \n\n\n \n Park, S.; Dobigeon, N.; and Hero, A. O.\n\n\n \n\n\n\n In Bouman, C. A.; Pollak, I.; and Wolfe, P. J., editor(s),
Proc. SPIE-IS&T Electronic Imaging, Computational Imaging IX, volume 7873, pages 787303-1–787303-14, San Francisco, CA, Jan. 2011. SPIE\n
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@Inproceedings{Park_SPIE_EI_2011,\n author = {S.-U. Park and N. Dobigeon and A. O. Hero},\n title = {Myopic reconstruction and its application to {MRFM} data},\n booktitle = {Proc. SPIE-IS\\&T Electronic Imaging, Computational Imaging IX},\n editor = {Charles A. Bouman and Ilya Pollak and P. J. Wolfe},\n publisher = {SPIE},\n year = {2011},\n month = {Jan.},\n volume = {7873},\n address = {San Francisco, CA},\n pages = {787303-1--787303-14},\n type\t\t = {International conferences}, \n}\n\n\n\n
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