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)

Limit distributions for wavelet packet coefficients of band-limited stationary random processes. - Abdourrahmane M. Atto; Dominique Pastor (EUSIPCO, 2008)

Sparsity from binary hypothesis testing and application to non-parametric estimation. - Dominique Pastor; Abdourrahmane M. Atto (EUSIPCO, 2008)

Smooth sigmoid wavelet shrinkage for non-parametric estimation. - Abdourrahmane M. Atto; Dominique Pastor; Grégoire Mercier (ICASSP, 2008)

Detection threshold for non-parametric estimation. - Abdourrahmane M. Atto; Dominique Pastor; Grégoire Mercier (Signal Image Video Process., 2008)

Optimal SURE parameters for sigmoidal wavelet shrinkage. - Abdourrahmane M. Atto; Dominique Pastor; Grégoire Mercier (EUSIPCO, 2009)

General Framework on Change Detection in a Sparse Domain. - Abdourrahmane M. Atto; Grégoire Mercier; Dominique Pastor (IGARSS (4), 2009)

Smooth Adaptation by Sigmoid Shrinkage. - Abdourrahmane M. Atto; Dominique Pastor; Grégoire Mercier (EURASIP J. Image Video Process., 2009)

Wavelet packets of fractional Brownian motion: asymptotic analysis and spectrum estimation. - Abdourrahmane M. Atto; Dominique Pastor; Grégoire Mercier (IEEE Trans. Inf. Theory, 2010)

Central Limit theorems for wavelet packet decompositions of stationary random processes. - Abdourrahmane M. Atto; Dominique Pastor (IEEE Trans. Signal Process., 2010)

How to perform texture recognition from stochastic modeling in the wavelet domain. - Abdourrahmane M. Atto; Yannick Berthoumieu (ICASSP, 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)

Wavelet shrinkage: unification of basic thresholding functions and thresholds. - Abdourrahmane M. Atto; Dominique Pastor; Grégoire Mercier (Signal Image Video Process., 2011)

Vector and matrix LP norms in polarimetric radar filtering. - Abdourrahmane M. Atto; Grégoire Mercier; Thu Trang Le; Emmanuel Trouvé (IGARSS, 2012)

Wavelet Packets of Nonstationary Random Processes: Contributing Factors for Stationarity and Decorrelation. - Abdourrahmane M. Atto; Yannick Berthoumieu (IEEE Trans. Inf. Theory, 2012)

Stochasticity: A Feature for the Structuring of Large and Heterogeneous Image Databases. - Abdourrahmane M. Atto; Yannick Berthoumieu; Rémi Mégret (Entropy, 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)

2-D Wavelet Packet Spectrum for Texture Analysis. - Abdourrahmane M. Atto; Yannick Berthoumieu; Philippe Bolon (IEEE Trans. Image Process., 2013)

Uniformly most powerful detection for integrate and fire time encoding. - Lionel Fillatre; Igor V. Nikiforov; Marc Antonini; Abdourrahmane M. Atto (EUSIPCO, 2014)

Simulation of image time series from dynamical fractional brownian fields. - Abdourrahmane M. Atto; Lionel Fillatre; Marc Antonini; Igor V. Nikiforov (ICIP, 2014)

Non-stationary texture synthesis from random field modeling. - Abdourrahmane M. Atto; Zhangyun Tan; Olivier Alata; Maxime Moreaud (ICIP, 2014)

Adaptive multitemporal filtering of polarimetric SAR images. - Thu Trang Le; Abdourrahmane M. Atto; Emmanuel Trouvé (IGARSS, 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 SAR Image Filtering Based on the Change Detection Matrix. - Thu Trang Le; Abdourrahmane M. Atto; Emmanuel Trouvé; Jean-Marie Nicolas 002 (IEEE Geosci. Remote. Sens. Lett., 2014)

Analyse des Séquences de Processus et Champs Aléatoires d'Ondelettes. - Abdourrahmane Mahamane Atto (2015)

ARFBF model for non stationary random fields and application in HRTEM images. - Zhangyun Tan; Abdourrahmane M. Atto; Olivier Alata; Maxime Moreaud (ICIP, 2015)

Change analysis using multitemporal Sentinel-1 SAR images. - Thu Trang Le; Abdourrahmane M. Atto; Emmanuel Trouvé (IGARSS, 2015)

Multivariate statistical modeling for multi-temporal SAR change detection using wavelet transforms. - Nizar Bouhlel; Guillaume Ginolhac; Eric Jolibois; Abdourrahmane M. Atto (MultiTemp, 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 (MultiTemp, 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)

Robust adaptive detection of buried pipes using GPR. - Q. Hoarau; Guillaume Ginolhac; Abdourrahmane M. Atto; Jean-Marie Nicolas 002; Jean Philippe Ovarlez (EUSIPCO, 2016)

Wavelet Operators and Multiplicative Observation Models - Application to SAR Image Time-Series Analysis. - Abdourrahmane Mahamane Atto; Emmanuel Trouvé; Jean-Marie Nicolas 002; Thu Trang Le (IEEE Trans. Geosci. Remote. Sens., 2016)

Multivariate change detection on high resolution monovariate SAR image using linear time-frequency analysis. - Ammar Mian; Jean Philippe Ovarlez; Guillaume Ginolhac; Abdourrahmane M. Atto (EUSIPCO, 2017)

Image change detection by possibility distribution dissemblance. - Charles Lesniewska-Choquet; Abdourrahmane M. Atto; Gilles Mauris; Grégoire Mercier (FUZZ-IEEE, 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 002 (ICASSP, 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 (ICASSP, 2017)

Robust adaptive detection of buried pipes using GPR. - Q. Hoarau; Guillaume Ginolhac; Abdourrahmane M. Atto; Jean-Marie Nicolas 002 (Signal Process., 2017)

Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images. - Ammar Mian; Jean Philippe Ovarlez; Guillaume Ginolhac; Abdourrahmane M. Atto (EUSIPCO, 2018)

Geometric Multi-Wavelet Total Variation for SAR Image Time Series Analysis. - Abdourrahmane M. Atto; Anoumou Kemavo; Jean-Paul Rudant; Grégoire Mercier (FUSION, 2018)

A Robust Change Detector for Highly Heterogeneous Multivariate Images. - Ammar Mian; Jean Philippe Ovarlez; Guillaume Ginolhac; Abdourrahmane M. Atto (ICASSP, 2018)

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)

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)

Timed-image based deep learning for action recognition in video sequences. - Abdourrahmane Mahamane Atto; Alexandre Benoît; Patrick Lambert (Pattern Recognit., 2020)

On Elliptical Possibility Distributions. - Charles Lesniewska-Choquet; Gilles Mauris; Abdourrahmane M. Atto; Grégoire Mercier (IEEE Trans. Fuzzy Syst., 2020)

Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series. - Hermann Courteille; Alexandre Benoît; Nicolas Méger; Abdourrahmane M. Atto; Dino Ienco (IGARSS, 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 LCC Using Sentinel-2 Time Series. - Hermann Courteille; Alexandre Benoît; Nicolas Méger; Abdourrahmane M. Atto; Dino Ienco (CoRR, 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)

Generalized Elliptical Fractional Brownian Field Textures. - Abdourrahmane M. Atto (IEEE DataPort, 2021)

Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations. - Antoine Bralet; Abdourrahmane M. Atto; Jocelyn Chanussot; Emmanuel Trouvé (ICIP, 2022)

Can Artificial Intelligence Untangle Distorted and Compressed Geometries Associated with SAR Images of 3D Objects ? - Abdourrahmane M. Atto (IEEE DataPort, 2022)

CNN Classification of Wet Snow by Physical Snowpack Model Labeling. - Matthieu Gallet; Abdourrahmane M. Atto; Emmanuel Trouvé; Fatima Karbou (IGARSS, 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 (IGARSS, 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 (IGARSS, 2023)

Stochastic Hyperkernel Convolution Trains and h-Counting Processes. - Abdourrahmane Mahamane Atto; Brani Vidakovic; Aluísio Pinheiro (IEEE Access, 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)

On joint parameterizations of linear and nonlinear functionals in neural networks. - Abdourrahmane Mahamane Atto; Sylvie Galichet; Dominique Pastor; Nicolas Méger (Neural Networks, 2023)

Noisy Imperfect Partial Symbolic Sketches. - Abdourrahmane M. Atto (IEEE DataPort, 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 (IEEE DataPort, 2023)

Renyi Divergences Learning for explainable classification of SAR Image Pairs. - Matthieu Gallet; Ammar Mian; Abdourrahmane M. Atto (ICASSP, 2024)

DEM-Assisted Neural Network for SAR-to-Optical Image Translation. - Antoine Bralet; Trong Nghia Ngo; Emmanuel Trouvé; Jocelyn Chanussot; Abdourrahmane M. Atto (IGARSS, 2024)

What's Behind This Water Table Depth Forecasting? RISE Application for Spatial, Temporal, and Spatio-Temporal Explanations. - Matteo Salis; Gabriele Sartor; Marco Pellegrino; Stefano Ferraris; Abdourrahmane M. Atto; Rosa Meo (AI4CC-IPS-RCRA-SPIRIT@AI*IA, 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)

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)

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)

SAR-DEM-Optical Mountainous Dataset for Distortion Management. - Antoine Bralet; Trong Nghia Ngo; Emmanuel Trouvé; Jocelyn Chanussot; Abdourrahmane M. Atto (IEEE DataPort, 2024)

Altruistic Collaborative Learning. - Abdourrahmane Mahamane Atto (IEEE Trans. Neural Networks Learn. Syst., 2024)

ISSLIDE: InSAR dataset for Slow SLIding area DEtection with machine learning. - Antoine Bralet; Emmanuel Trouvé; Jocelyn Chanussot; Abdourrahmane M. Atto (IEEE DataPort, 2024)

Multimodal Remote Sensing Dataset for Landslide Change Detection in Haiti. - Antoine Bralet; Emmanuel Trouvé; Jocelyn Chanussot; Abdourrahmane M. Atto (IEEE DataPort, 2024)

Geometrons - Ghost Symbols - Buried Information. - Abdourrahmane M. Atto (IEEE DataPort, 2024)

Toward Generalized Artificial Intelligence by Assessment Aggregation With Applications to Standard and Extreme Classifications. - Abdourrahmane M. Atto (IEEE Trans. Neural Networks Learn. Syst., 2024)

Translation-classification loss for SAR image understanding with deep learning. - Antoine Bralet; Abdourrahmane M. Atto; Jocelyn Chanussot; Emmanuel Trouvé (Comput. Vis. Image Underst., 2025)

Time Distributed Deep Learning Models for Purely Exogenous Forecasting: Application to Water Table Depth Predictions Using Weather Image Time Series. - Matteo Salis; Abdourrahmane M. Atto; Stefano Ferraris; Rosa Meo (Environ. Model. Softw., 2025)

Softlog-Softmax Layers and Divergences Contribute to a Computationally Dependable Ensemble Learning. - Abdourrahmane Mahamane Atto (CoRR, 2025)