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Nicolas Dobigeon

Identifiers

  • name variant Nicolas Dobigeon 0.60 · backfill

Papers (49)

  1. Factor analysis of dynamic PET images: beyond Gaussian noise eess.IV · 2018 · author #3
  2. Hyperspectral unmixing with spectral variability using adaptive bundles and double sparsity eess.IV · 2018 · author #3
  3. Split-and-augmented Gibbs sampler - Application to large-scale inference problems stat.ME · 2018 · author #2
  4. Robust fusion algorithms for unsupervised change detection between multi-band optical images - A comprehensive case study eess.IV · 2018 · author #2
  5. Reconstruction of partially sampled multi-band images - Application to STEM-EELS imaging eess.IV · 2018 · author #6
  6. Hyperspectral image unmixing with LiDAR data-aided spatial regularization eess.IV · 2017 · author #3
  7. Hierarchical Bayesian image analysis: from low-level modeling to robust supervised learning cs.CV · 2017 · author #4
  8. Partially Asynchronous Distributed Unmixing of Hyperspectral Images eess.IV · 2017 · author #2
  9. Bayesian nonparametric Principal Component Analysis stat.ML · 2017 · author #3
  10. Unmixing dynamic PET images with variable specific binding kinetics cs.CV · 2017 · author #3
  11. A Hierarchical Bayesian Model Accounting for Endmember Variability and Abrupt Spectral Changes to Unmix Multitemporal Hyperspectral Images physics.data-an · 2016 · author #2
  12. Robust Fusion of Multi-Band Images with Different Spatial and Spectral Resolutions for Change Detection cs.CV · 2016 · author #2
  13. Detecting Changes Between Optical Images of Different Spatial and Spectral Resolutions: a Fusion-Based Approach cs.CV · 2016 · author #2
  14. Bayesian selection for the l2-Potts model regularization parameter: 1D piecewise constant signal denoising cs.LG · 2016 · author #3
  15. Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodelling Effects stat.CO · 2016 · author #3
  16. R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation cs.CV · 2016 · author #2
  17. Multi-Band Image Fusion Based on Spectral Unmixing cs.CV · 2016 · author #3
  18. Bayesian anti-sparse coding stat.ML · 2015 · author #3
  19. Online Unmixing of Multitemporal Hyperspectral Images accounting for Spectral Variability physics.data-an · 2015 · author #2
  20. Fast Single Image Super-Resolution cs.CV · 2015 · author #4
  21. Fast Spectral Unmixing based on Dykstra's Alternating Projection cs.CV · 2015 · author #3
  22. Combining local regularity estimation and total variation optimization for scale-free texture segmentation cs.CV · 2015 · author #4
  23. Hyperspectral pansharpening: a review cs.CV · 2015 · author #6
  24. Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation cs.CV · 2015 · author #2
  25. Hyperspectral unmixing with spectral variability using a perturbed linear mixing model stat.ME · 2015 · author #2
  26. Bayesian estimation of the multifractality parameter for image texture using a Whittle approximation physics.data-an · 2014 · author #3
  27. Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability stat.ME · 2014 · author #2
  28. Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization stat.ME · 2014 · author #2
  29. A comparison of nonlinear mixing models for vegetated areas using simulated and real hyperspectral data physics.data-an · 2013 · author #1
  30. A normalized scaled gradient method to solve non-negativity and equality constrained linear inverse problem - Application to spectral mixture analysis math.OC · 2013 · author #3
  31. Joint Bayesian estimation of close subspaces from noisy measurements stat.ME · 2013 · author #2
  32. Bayesian Fusion of Multi-Band Images cs.CV · 2013 · author #2
  33. Residual component analysis of hyperspectral images -- Application to joint nonlinear unmixing and nonlinearity detection stat.ME · 2013 · author #2
  34. Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm stat.ME · 2013 · author #2
  35. Nonlinear unmixing of hyperspectral images: models and algorithms physics.data-an · 2013 · author #1
  36. Variational Semi-blind Sparse Deconvolution with Orthogonal Kernel Bases and its Application to MRFM physics.data-an · 2013 · author #2
  37. Nonlinear spectral unmixing of hyperspectral images using Gaussian processes stat.ML · 2012 · author #2
  38. Estimating the granularity coefficient of a Potts-Markov random field within an MCMC algorithm stat.CO · 2012 · author #2
  39. Computing the Cramer-Rao bound of Markov random field parameters: Application to the Ising and the Potts models stat.CO · 2012 · author #2
  40. Spectral mixture analysis of EELS spectrum-images cond-mat.mtrl-sci · 2012 · author #1
  41. Semi-blind Sparse Image Reconstruction with Application to MRFM physics.data-an · 2012 · author #2
  42. Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches physics.data-an · 2012 · author #3
  43. Minimum mean square distance estimation of a subspace stat.ME · 2011 · author #2
  44. Enhancing hyperspectral image unmixing with spatial correlations stat.ME · 2010 · author #2
  45. Implementation strategies for hyperspectral unmixing using Bayesian source separation astro-ph.EP · 2010 · author #6
  46. Bayesian orthogonal component analysis for sparse representation stat.ME · 2009 · author #1
  47. Bayesian separation of spectral sources under non-negativity and full additivity constraints stat.ME · 2009 · author #1
  48. Joint Bayesian endmember extraction and linear unmixing for hyperspectral imagery physics.data-an · 2009 · author #1
  49. Hierarchical Bayesian sparse image reconstruction with application to MRFM physics.data-an · 2008 · author #1

Mentions

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Frequent Coauthors