Yannick Berthoumieu
Orcid: 0000-0002-7559-0602
According to our database1,
Yannick Berthoumieu
authored at least 126 papers
between 1994 and 2024.
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Bibliography
2024
Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification.
IEEE Access, 2024
2023
SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization.
Neural Comput. Appl., November, 2023
Generalization of the shortest path approach for superpixel segmentation of omnidirectional images.
Pattern Recognit., October, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
2022
Generative Adversarial Network for Pansharpening With Spectral and Spatial Discriminators.
IEEE Trans. Geosci. Remote. Sens., 2022
Signal Process., 2022
CoRR, 2022
Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022
Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2020
Riemannian geometry for compound Gaussian distributions: Application to recursive change detection.
Signal Process., 2020
Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification.
Remote. Sens., 2020
Dual Color-Image Discriminators Adversarial Networks for Generating Artificial-SAR Colorized Images from SENTINEL-1 Images.
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2020), 2020
Generalized Shortest Path-based Superpixels for Accurate Segmentation of Spherical Images.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
A Residual Dense Generative Adversarial Network For Pansharpening With Geometrical Constraints.
Proceedings of the IEEE International Conference on Image Processing, 2020
Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series.
Proceedings of the IEEE International Conference on Image Processing, 2020
Automatic Image Colorization based on Multi-Discriminators Generative Adversarial Networks.
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Multiple-Feature Kernel-Based Probabilistic Clustering for Unsupervised Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features.
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
Recursive Texture Orientation Estimation Based on Space Transformation and Hypersurface Reconstruction.
IEEE Trans. Image Process., 2018
Transfer Learning: A Riemannian Geometry Framework With Applications to Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2018
Fisher Vector Coding for Covariance Matrix Descriptors Based on the Log-Euclidean and Affine Invariant Riemannian Metrics.
J. Imaging, 2018
Regularised Projection of an Image Domain Triangulation for Disparity Map Refinement.
Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018
Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018
Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
2017
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices.
IEEE Trans. Inf. Theory, 2017
IEEE Trans. Image Process., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Unsupervised hyperspectral band selection via multi-feature information-maximization clustering.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Classification approach based on the product of riemannian manifolds from Gaussian parametrization space.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the Geometric Science of Information - Third International Conference, 2017
Proceedings of the Geometric Science of Information - Third International Conference, 2017
Co-occurrence Matrix of Covariance Matrices: A Novel Coding Model for the Classification of Texture Images.
Proceedings of the Geometric Science of Information - Third International Conference, 2017
Proceedings of the Geometric Science of Information - Third International Conference, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
2016
IEEE Trans. Signal Process., 2016
Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy.
IEEE Trans. Geosci. Remote. Sens., 2016
J. Math. Imaging Vis., 2016
Riemannian Laplace Distribution on the Space of Symmetric Positive Definite Matrices.
Entropy, 2016
Seismic horizon and pseudo-geological time cube extraction based on a riemmanian geodesic search.
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Texture image classification with Riemannian fisher vectors issued from a Laplacian model.
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
IEEE Signal Process. Lett., 2015
Int. J. Multim. Inf. Retr., 2015
Texture classification using Rao's distance: An EM algorithm on the poincaré half plane.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the Geometric Science of Information - Second International Conference, 2015
2014
Gaussian Copula Multivariate Modeling for Texture Image Retrieval Using Wavelet Transforms.
IEEE Trans. Image Process., 2014
Bayesian Texture and Instrument Parameter Estimation From Blurred and Noisy Images Using MCMC.
IEEE Signal Process. Lett., 2014
Color texture classification method based on a statistical multi-model and geodesic distance.
J. Vis. Commun. Image Represent., 2014
An Evaluation of the Sparsity Degree for Sparse Recovery with Deterministic Measurement Matrices.
J. Math. Imaging Vis., 2014
Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Global motion estimation from relative measurements using iterated extended Kalman filter on matrix LIE groups.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
IEEE Trans. Signal Process., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
Enhanced Cohen class time-frequency methods based on a structure tensor analysis: Applications to ISAR processing.
Signal Process., 2013
Stochasticity: A Feature for the Structuring of Large and Heterogeneous Image Databases.
Entropy, 2013
Multiple Feature Fusion Based on Co-Training Approach and Time Regularization for Place Classification in Wearable Video.
Adv. Multim., 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
K-centroids-based supervised classification of texture images: Handling the intra-class diversity.
Proceedings of the IEEE International Conference on Acoustics, 2013
K-Centroids-Based Supervised Classification of Texture Images Using the SIRV Modeling.
Proceedings of the Geometric Science of Information - First International Conference, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Wavelet Packets of Nonstationary Random Processes: Contributing Factors for Stationarity and Decorrelation.
IEEE Trans. Inf. Theory, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Image and Signal Processing - 5th International Conference, 2012
Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
A greedy algorithm to extract sparsity degree for ℓ1/ℓ0-equivalence in a deterministic context.
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Automatic estimation of asymmetry for gradient-based alignment of noisy images on Lie group.
Pattern Recognit. Lett., 2011
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Langevin and hessian with fisher approximation stochastic sampling for parameter estimation of structured covariance.
Proceedings of the IEEE International Conference on Acoustics, 2011
Multivariate texture retrieval using the SIRV representation and the geodesic distance.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Color Texture Classification Using Rao Distance between Multivariate Copula Based Models.
Proceedings of the Computer Analysis of Images and Patterns, 2011
2010
IEEE Trans. Image Process., 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010
2009
Int. J. Hum. Comput. Stud., 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the Computer Vision, 2008
2007
IEEE Trans. Signal Process., 2007
IEEE Trans. Biomed. Eng., 2007
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007
2006
IEEE Trans. Signal Process., 2006
[ADC Characterization in Time Domain] Frequency Estimation to Linearize Time-Domain Analysis of A/D Converters.
IEEE Trans. Instrum. Meas., 2006
Consistent estimation of autoregressive parameters from noisy observations based on two interacting Kalman filters.
Signal Process., 2006
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006
2005
Proceedings of the 17th international conference on Francophone sur l'Interaction Homme-Machine, 2005
2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
A stochastic sinusoidal model with application to speech and EEG-sleep spindle signals.
Proceedings of the 11th European Signal Processing Conference, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
2000
Proceedings of the 2000 International Conference on Image Processing, 2000
1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
Proceedings of the 8th European Signal Processing Conference, 1996
1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994