Abdourrahmane M. Atto

According to our database, Abdourrahmane M. Atto authored at least 68 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Toward Generalized Artificial Intelligence by Assessment Aggregation With Applications to Standard and Extreme Classifications.

Abdourrahmane M. Atto

IEEE Trans. Neural Networks Learn. Syst., November, 2024

ISSLIDE: InSAR dataset for Slow SLIding area DEtection with machine learning.

Antoine Bralet, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto

Dataset, June, 2024

Altruistic Collaborative Learning.

Abdourrahmane Mahamane Atto

IEEE Trans. Neural Networks Learn. Syst., February, 2024

SAR-DEM-Optical Mountainous Dataset for Distortion Management.

Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto

Dataset, January, 2024

Wet Snow Detection From Satellite SAR Images by Machine Learning With Physical Snowpack Model Labeling.

Matthieu Gallet, Abdourrahmane M. Atto, Fatima Karbou, Emmanuel Trouvé

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

ISSLIDE: A New InSAR Dataset for Slow SLIding Area DEtection With Machine Learning.

Antoine Bralet, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto

IEEE Geosci. Remote. Sens. Lett., 2024

Time Distributed Deep Learning models for Purely Exogenous Forecasting. Application to Water Table Depth Prediction using Weather Image Time Series.

Matteo Salis, Abdourrahmane M. Atto, Stefano Ferraris, Rosa Meo

CoRR, 2024

DEM-Assisted Neural Network for SAR-to-Optical Image Translation.

Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto

Proceedings of the IGARSS 2024, 2024

Renyi Divergences Learning for explainable classification of SAR Image Pairs.

Matthieu Gallet, Ammar Mian, Abdourrahmane M. Atto

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

LSD4WSD VX: An Open Dataset for Wet Snow Detection with SAR Data and Physical Labelling - Full Analysis Version.

Matthieu Gallet, Fatima Karbou, Abdourrahmane M. Atto, Emmanuel Trouvé

Dataset, October, 2023

Noisy Imperfect Partial Symbolic Sketches.

Abdourrahmane M. Atto

Dataset, April, 2023

On joint parameterizations of linear and nonlinear functionals in neural networks.

Abdourrahmane Mahamane Atto, Sylvie Galichet, Dominique Pastor, Nicolas Méger

Neural Networks, March, 2023

Wavelet Spatio-Temporal Change Detection on Multitemporal SAR Images.

Rodney V. Fonseca, Rogério Galante Negri, Aluísio Pinheiro, Abdourrahmane Mahamane Atto

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Stochastic Hyperkernel Convolution Trains and h-Counting Processes.

Abdourrahmane Mahamane Atto, Brani Vidakovic, Aluísio Pinheiro

IEEE Access, 2023

Deep Semantic Fusion of Sentinel-1 and Sentinel-2 Snow Products for Snow Monitoring in Mountainous Regions.

Thu Trang Lê, Abdourrahmane M. Atto, Emmanuel Trouvé, Fatima Karbou

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Temporal Evolution of X and C Band Sar Backscattering In The Mont-Blanc Massif.

Suvrat Kaushik, Matthieu Gallet, Yajing Yan, Abdourrahmane M. Atto, Ludovic Ravanel, Emmanuel Trouvé

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

CNN Classification of Wet Snow by Physical Snowpack Model Labeling.

Matthieu Gallet, Abdourrahmane M. Atto, Emmanuel Trouvé, Fatima Karbou

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Can Artificial Intelligence Untangle Distorted and Compressed Geometries Associated with SAR Images of 3D Objects ?

Abdourrahmane M. Atto

Dataset, January, 2022

Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations.

Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Generalized Elliptical Fractional Brownian Field Textures.

Abdourrahmane M. Atto

Dataset, November, 2021

Frames Learned by Prime Convolution Layers in a Deep Learning Framework.

Abdourrahmane M. Atto, Rosie R. Bisset, Emmanuel Trouvé

IEEE Trans. Neural Networks Learn. Syst., 2021

Channel-Based Attention for LCC Using Sentinel-2 Time Series.

Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco

CoRR, 2021

Parametric Rectified Power Sigmoid Units: Learning Nonlinear Neural Transfer Analytical Forms.

Abdourrahmane Mahamane Atto, Sylvie Galichet, Dominique Pastor, Nicolas Méger

CoRR, 2021

Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series.

Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

On Elliptical Possibility Distributions.

Charles Lesniewska-Choquet, Gilles Mauris, Abdourrahmane M. Atto, Grégoire Mercier

IEEE Trans. Fuzzy Syst., 2020

Timed-image based deep learning for action recognition in video sequences.

Abdourrahmane Mahamane Atto, Alexandre Benoît, Patrick Lambert

Pattern Recognit., 2020

2019

New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images.

Ammar Mian, Guillaume Ginolhac, Jean Philippe Ovarlez, Abdourrahmane Mahamane Atto

IEEE Trans. Signal Process., 2019

Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection.

Ammar Mian, Jean Philippe Ovarlez, Abdourrahmane Mahamane Atto, Guillaume Ginolhac

IEEE Trans. Geosci. Remote. Sens., 2019

2018

A Robust Change Detector for Highly Heterogeneous Multivariate Images.

Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Geometric Multi-Wavelet Total Variation for SAR Image Time Series Analysis.

Abdourrahmane M. Atto, Anoumou Kemavo, Jean-Paul Rudant, Grégoire Mercier

Proceedings of the 21st International Conference on Information Fusion, 2018

Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images.

Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Robust adaptive detection of buried pipes using GPR.

Q. Hoarau, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas

Signal Process., 2017

Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image.

Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A subspace approach for shrinkage parameter selection in undersampled configuration for Regularised Tyler Estimators.

Q. Hoarau, Arnaud Breloy, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Image change detection by possibility distribution dissemblance.

Charles Lesniewska-Choquet, Abdourrahmane M. Atto, Gilles Mauris, Grégoire Mercier

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Multivariate change detection on high resolution monovariate SAR image using linear time-frequency analysis.

Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Wavelet Operators and Multiplicative Observation Models - Application to SAR Image Time-Series Analysis.

Abdourrahmane Mahamane Atto, Emmanuel Trouvé, Jean-Marie Nicolas, Thu Trang Le

IEEE Trans. Geosci. Remote. Sens., 2016

Robust adaptive detection of buried pipes using GPR.

Q. Hoarau, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas, Jean Philippe Ovarlez

Proceedings of the 24th European Signal Processing Conference, 2016

2015

High order structural image decomposition by using non-linear and non-convex regularizing objectives.

Abdourrahmane Mahamane Atto, Grégoire Mercier

Comput. Vis. Image Underst., 2015

Change analysis of dual polarimetric Sentinel-1 SAR image time series using stationary wavelet transform and change detection matrix.

Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé

Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Multivariate statistical modeling for multi-temporal SAR change detection using wavelet transforms.

Nizar Bouhlel, Guillaume Ginolhac, Eric Jolibois, Abdourrahmane M. Atto

Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Change analysis using multitemporal Sentinel-1 SAR images.

Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

ARFBF model for non stationary random fields and application in HRTEM images.

Zhangyun Tan, Abdourrahmane M. Atto, Olivier Alata, Maxime Moreaud

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Analyse des Séquences de Processus et Champs Aléatoires d'Ondelettes.

Abdourrahmane Mahamane Atto

, 2015

2014

Adaptive Multitemporal SAR Image Filtering Based on the Change Detection Matrix.

Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé, Jean-Marie Nicolas

IEEE Geosci. Remote. Sens. Lett., 2014

Best basis for joint representation: The median of marginal best bases for low cost information exchanges in distributed signal representation.

Abdourrahmane M. Atto, Kavé Salamatian, Philippe Bolon

Inf. Sci., 2014

Adaptive multitemporal filtering of polarimetric SAR images.

Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Non-stationary texture synthesis from random field modeling.

Abdourrahmane M. Atto, Zhangyun Tan, Olivier Alata, Maxime Moreaud

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Simulation of image time series from dynamical fractional brownian fields.

Abdourrahmane M. Atto, Lionel Fillatre, Marc Antonini, Igor V. Nikiforov

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Uniformly most powerful detection for integrate and fire time encoding.

Lionel Fillatre, Igor V. Nikiforov, Marc Antonini, Abdourrahmane M. Atto

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

2-D Wavelet Packet Spectrum for Texture Analysis.

Abdourrahmane M. Atto, Yannick Berthoumieu, Philippe Bolon

IEEE Trans. Image Process., 2013

Multidate Divergence Matrices for the Analysis of SAR Image Time Series.

Abdourrahmane M. Atto, Emmanuel Trouvé, Yannick Berthoumieu, Grégoire Mercier

IEEE Trans. Geosci. Remote. Sens., 2013

Stochasticity: A Feature for the Structuring of Large and Heterogeneous Image Databases.

Abdourrahmane M. Atto, Yannick Berthoumieu, Rémi Mégret

Entropy, 2013

2012

Wavelet Packets of Nonstationary Random Processes: Contributing Factors for Stationarity and Decorrelation.

Abdourrahmane M. Atto, Yannick Berthoumieu

IEEE Trans. Inf. Theory, 2012

Vector and matrix LP norms in polarimetric radar filtering.

Abdourrahmane M. Atto, Grégoire Mercier, Thu Trang Le, Emmanuel Trouvé

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Wavelet shrinkage: unification of basic thresholding functions and thresholds.

Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier

Signal Image Video Process., 2011

Control of discrete event systems with respect to strict duration: Supervision of an industrial manufacturing plant.

Abdourrahmane M. Atto, Claude Martinez, Saïd Amari

Comput. Ind. Eng., 2011

How to perform texture recognition from stochastic modeling in the wavelet domain.

Abdourrahmane M. Atto, Yannick Berthoumieu

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Central Limit theorems for wavelet packet decompositions of stationary random processes.

Abdourrahmane M. Atto, Dominique Pastor

IEEE Trans. Signal Process., 2010

Wavelet packets of fractional Brownian motion: asymptotic analysis and spectrum estimation.

Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier

IEEE Trans. Inf. Theory, 2010

2009

Smooth Adaptation by Sigmoid Shrinkage.

Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier

EURASIP J. Image Video Process., 2009

General Framework on Change Detection in a Sparse Domain.

Abdourrahmane M. Atto, Grégoire Mercier, Dominique Pastor

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Optimal SURE parameters for sigmoidal wavelet shrinkage.

Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Detection threshold for non-parametric estimation.

Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier

Signal Image Video Process., 2008

Smooth sigmoid wavelet shrinkage for non-parametric estimation.

Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier

Proceedings of the IEEE International Conference on Acoustics, 2008

Sparsity from binary hypothesis testing and application to non-parametric estimation.

Dominique Pastor, Abdourrahmane M. Atto

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Limit distributions for wavelet packet coefficients of band-limited stationary random processes.

Abdourrahmane M. Atto, Dominique Pastor

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

On the statistical decorrelation of the wavelet packet coefficients of a band-limited wide-sense stationary random process.

Abdourrahmane M. Atto, Dominique Pastor, Alexandru Isar

Signal Process., 2007