114 results on '"Berthoumieu, Yannick"'
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2. A Gaussian mixture model with multiple tangent planes
3. Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features
4. Automatic selection of latent variables in variational auto-encoders
5. Automatic Image Colorization based on Multi-Discriminators Generative Adversarial Networks
6. Generalized Shortest Path-based Superpixels for Accurate Segmentation of Spherical Images
7. A Residual Dense Generative Adversarial Network For Pansharpening With Geometrical Constraints
8. Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series
9. Online estimation of MGGD: the Riemannian Averaged Natural Gradient method
10. An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features
11. Texture Superpixel Clustering from Patch-based Nearest Neighbor Matching
12. Texture-Aware Superpixel Segmentation
13. Regularised Projection of an Image Domain Triangulation for Disparity Map Refinement
14. Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors
15. Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics
16. Unsupervised hyperspectral band selection via multi-feature information-maximization clustering
17. Classification approach based on the product of riemannian manifolds from Gaussian parametrization space
18. A geometric learning approach on the space of complex covariance matrices
19. Multiple-Feature Kernel-Based Probabilistic Clustering for Unsupervised Band Selection.
20. Texture image classification with Riemannian fisher vectors
21. Multiple features learning via rotation strategy
22. An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification
23. Seismic horizon and pseudo-geological time cube extraction based on a riemmanian geodesic search
24. Texture image classification with Riemannian fisher vectors issued from a Laplacian model
25. Spectral-spatial Rotation Forest for hyperspectral image classification
26. Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices
27. Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering
28. Recursive Texture Orientation Estimation Based on Space Transformation and Hypersurface Reconstruction.
29. Transfer Learning: A Riemannian Geometry Framework With Applications to Brain–Computer Interfaces.
30. Texture classification using Rao's distance: An EM algorithm on the poincaré half plane
31. Recursive orientation estimation based on hypersurface reconstruction
32. Spectral–Spatial Rotation Forest for Hyperspectral Image Classification.
33. Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices.
34. Texture Reconstruction Guided by a High-Resolution Patch.
35. Rotation-Invariant texture retrieval using a steerable Gaussian copula model
36. Global motion estimation from relative measurements using iterated extended Kalman filter on matrix LIE groups
37. Lipschitz Bounds for Noise Robustness in Compressive Sensing: Two Algorithms
38. Intrinsic prior for Bayesian classification of texture images
39. Centroid-based texture classification using the SIRV representation
40. K-centroids-based supervised classification of texture images: Handling the intra-class diversity
41. Spectral–Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy.
42. Image Zoom Completion.
43. A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation.
44. Barycentric distribution estimation for texture clustering based on information-geometry tools
45. Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution
46. Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions
47. Combining time-frequency transforms to create a sequence of instantaneous range-Doppler images in ISAR processing
48. Target radial velocity estimation robust against additive disturbances for ISAR application
49. Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables
50. Structuring of large and heterogeneous texture databases
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