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Publications of O. Faugeras

Articles in journal or book chapters

  1. B. Thirion and O. Faugeras. Feature characterization in fMRI data: the Information Bottleneck approach.. Medical Image Analysis, 8(4):403-419, Dec. 2004. Keyword(s): Algorithms, Brain Mapping, Cluster Analysis, Computer Simulation, Image Processing, Computer-Assisted, Magnetic Resonance Imaging. [bibtex-entry]


  2. B. Thirion and O. Faugeras. Dynamical components analysis of fMRI data through kernel PCA.. Neuroimage, 20(1):34-49, Sep. 2003. Keyword(s): Algorithms, Analysis of Variance, Automatic Data Processing, Computer Simulation, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Principal Component Analysis, Reproducibility of Results. [bibtex-entry]


Conference articles

  1. B. Thirion and O. Faugeras. Nonlinear dimension reduction of fMRI data: the Laplacian embedding approach. In Proc. 2st Proc. IEEE ISBI, Arlington, VA, pages 372-375, Apr. 2004. [bibtex-entry]


  2. B. Thirion and O. Faugeras. Dynamical Components Analysis of fMRI Data: A Second Order Solution. In EUROCAST, pages 552-563, 2003. [bibtex-entry]


  3. B. Thirion and O. Faugeras. Feature Detection in fMRI Data: The Information Bottleneck Approach. In Proc. 6th MICCAI, Montreal Canada, pages 83-91, Nov. 2003. [bibtex-entry]


  4. B. Thirion, F. Kherif, J.-B. Poline, and O. Faugeras. Multivariate analysis of fMRI data: it is worth using nonlinear methods ?. In Proc. 9th HBMCD-RomNeuroimagevol 19 (2), New York,, June19--22 2003. [bibtex-entry]


  5. B. Thirion and O. Faugeras. Dynamical components analysis of fMRI data. In O. Faugeras, editor, Proc. IEEE International Symposium on Biomedical Imaging, pages 915-918, 2002. Keyword(s): biomedical MRI, independent component analysis, medical image processing, medical signal detection, spatiotemporal phenomena, time series, ICA-like criterion, autoregressive scheme, deterministic structure, dynamical components analysis, event-related design, experimental paradigm, fMRI data, global criterion, goodness of fit, localization, model priors, multivariate analysis method, real data, signal detection, spatial domain, spatiotemporal patterns, time series. [bibtex-entry]


  6. B. Thirion and O. Faugeras. Revisiting non-parametric activation detection on fMRI time series. In O. Faugeras, editor, Proc. IEEE Workshop on Mathematical Methods in Biomedical Image Analysis MMBIA 2001, pages 121-128, 2001. Keyword(s): Markov processes, biomedical MRI, image sequences, medical image processing, statistical analysis, time series, visual perception, Leuven University, Student test, a priori modelling, expected signal, experimental block design, fMRI sequences, fMRI time series, first order Markov chain, functional magnetic resonance imaging, intensity values asymptotic distribution, medical diagnostic imaging, monkey motion perception, nonparametric activation detection, statistical validation, visual tasks series. [bibtex-entry]



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Last modified: Fri Mar 29 09:53:37 2019

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