62 results on '"Dobigeon, Nicolas"'
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2. A Fast Spatial–Spectral NMF for Hyperspectral Unmixing
3. Probabilistic Simplex Component Analysis by Importance Sampling
4. Guided Deep Generative Model-Based Spatial Regularization for Multiband Imaging Inverse Problems
5. Spatial–Spectral Multiscale Sparse Unmixing for Hyperspectral Images
6. Weighted Residual NMF with Spatial Regularization for Hyperspectral Unmixing
7. A 3-D-CNN Framework for Hyperspectral Unmixing With Spectral Variability
8. Fast Hyperspectral Unmixing Using a Multiscale Sparse Regularization
9. Matrix Cofactorization for Joint Spatial–Spectral Unmixing of Hyperspectral Images
10. Hyperspectral and Multispectral Image Fusion Under Spectrally Varying Spatial Blurs – Application to High Dimensional Infrared Astronomical Imaging
11. Factor Analysis of Dynamic PET Images: Beyond Gaussian Noise
12. Hyperspectral Unmixing With Spectral Variability Using Adaptive Bundles and Double Sparsity
13. Partially Asynchronous Distributed Unmixing of Hyperspectral Images
14. Split-and-Augmented Gibbs Sampler—Application to Large-Scale Inference Problems
15. A Bayesian Nonparametric Model for Unsupervised Joint Segmentation of a Collection of Images
16. Reconstruction of Partially Sampled Multiband Images—Application to STEM-EELS Imaging
17. Hyperspectral Image Unmixing With LiDAR Data-Aided Spatial Regularization
18. Detecting Changes Between Optical Images of Different Spatial and Spectral Resolutions: A Fusion-Based Approach
19. A Hierarchical Bayesian Model Accounting for Endmember Variability and Abrupt Spectral Changes to Unmix Multitemporal Hyperspectral Images
20. Bayesian Selection for the $\ell _2$ -Potts Model Regularization Parameter: 1-D Piecewise Constant Signal Denoising
21. Fast Single Image Super-Resolution Using a New Analytical Solution for l2–l2 Problems
22. A Split-and-Merge Approach for Hyperspectral Band Selection
23. Robust Fusion of Multiband Images With Different Spatial and Spectral Resolutions for Change Detection
24. Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodeling Effects
25. Bayesian Antisparse Coding
26. Multiband Image Fusion Based on Spectral Unmixing
27. R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation
28. Online Unmixing of Multitemporal Hyperspectral Images Accounting for Spectral Variability
29. Fast Single Image Super-Resolution Using a New Analytical Solution for$\ell _{2}$– $\ell _{2}$Problems
30. Detection and Correction of Glitches in a Multiplexed Multichannel Data Stream—Application to the MADRAS Instrument
31. Hyperspectral Unmixing With Spectral Variability Using a Perturbed Linear Mixing Model
32. Combining local regularity estimation and total variation optimization for scale-free texture segmentation
33. Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability
34. Nonlinear Hyperspectral Unmixing With Robust Nonnegative Matrix Factorization
35. Bayesian Fusion of Multi-Band Images
36. Hyperspectral Pansharpening: A Review
37. Bayesian Estimation of the Multifractality Parameter for Image Texture Using a Whittle Approximation
38. Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation
39. A Comparison of Nonlinear Mixing Models for Vegetated Areas Using Simulated and Real Hyperspectral Data
40. Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm
41. Residual Component Analysis of Hyperspectral Images—Application to Joint Nonlinear Unmixing and Nonlinearity Detection
42. Joint Bayesian Estimation of Close Subspaces from Noisy Measurements
43. Computing the Cramer–Rao Bound of Markov Random Field Parameters: Application to the Ising and the Potts Models
44. Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms
45. Nonlinear Spectral Unmixing of Hyperspectral Images Using Gaussian Processes
46. Nonlinearity Detection in Hyperspectral Images Using a Polynomial Post-Nonlinear Mixing Model
47. Semi-Blind Sparse Image Reconstruction With Application to MRFM
48. CS Decomposition Based Bayesian Subspace Estimation
49. Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery
50. Blind Deconvolution of Sparse Pulse Sequences Under a Minimum Distance Constraint: A Partially Collapsed Gibbs Sampler Method
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