Abdourrahmane M. Atto

60 papers B 6C 9Misc 6Journal 28Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Pure and Physics-Guided Deep Learning Solutions for Spatio-Temporal Groundwater Level Prediction at Arbitrary Locations. CoRR Matteo Salis, Gabriele Sartor, Rosa Meo, Stefano Ferraris, Abdourrahmane M. Atto
2026	J	`jnl`	Smooth SCAD: A Raised Cosine SCAD Type Thresholding Rule for Wavelet Denoising. CoRR Radhika Kulkarni, Aluísio Pinheiro, Brani Vidakovic, Abdourrahmane M. Atto
2025	J	`jnl`	A Deep Learning Approach for Wet Snow Monitoring in Mountainous Regions From SAR Image Time Series Based on Sentinel-1 and Sentinel-2 Snow Products. IEEE Trans. Geosci. Remote. Sens. Thu Trang Lê, Abdourrahmane M. Atto, Emmanuel Trouvé, Fatima Karbou
2025	J	`jnl`	ECSPLAIN: Explainability-Constrained Classifier for Pairing the Detection and the Localization of Moving Areas From SAR Interferograms. IEEE Trans. Geosci. Remote. Sens. Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé
2025	B	`conf`	Extending Model-Agnostic XAI Methods for Regression Tasks in Spatio-Temporal Domains. DS Matteo Salis, Gabriele Sartor, Marco Pellegrino, Rosa Meo, Stefano Ferraris, Abdourrahmane M. Atto
2025	J	`jnl`	Time Distributed Deep Learning Models for Purely Exogenous Forecasting: Application to Water Table Depth Predictions Using Weather Image Time Series. Environ. Model. Softw. Matteo Salis, Abdourrahmane M. Atto, Stefano Ferraris, Rosa Meo
2025	J	`jnl`	Translation-classification loss for SAR image understanding with deep learning. Comput. Vis. Image Underst. Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé
2024	C	`conf`	DEM-Assisted Neural Network for SAR-to-Optical Image Translation. IGARSS Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto
2024	J	`jnl`	ISSLIDE: A New InSAR Dataset for Slow SLIding Area DEtection With Machine Learning. IEEE Geosci. Remote. Sens. Lett. Antoine Bralet, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto
2024	Misc	`conf`	Renyi Divergences Learning for explainable classification of SAR Image Pairs. ICASSP Matthieu Gallet, Ammar Mian, Abdourrahmane M. Atto
2024	J	`jnl`	Time Distributed Deep Learning models for Purely Exogenous Forecasting. Application to Water Table Depth Prediction using Weather Image Time Series. CoRR Matteo Salis, Abdourrahmane M. Atto, Stefano Ferraris, Rosa Meo
2024	J	`jnl`	Toward Generalized Artificial Intelligence by Assessment Aggregation With Applications to Standard and Extreme Classifications. IEEE Trans. Neural Networks Learn. Syst. Abdourrahmane M. Atto
2024	J	`jnl`	Wet Snow Detection From Satellite SAR Images by Machine Learning With Physical Snowpack Model Labeling. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Matthieu Gallet, Abdourrahmane M. Atto, Fatima Karbou, Emmanuel Trouvé
2024	—	`conf`	What's Behind This Water Table Depth Forecasting? RISE Application for Spatial, Temporal, and Spatio-Temporal Explanations. AI4CC-IPS-RCRA-SPIRIT@AI*IA Matteo Salis, Gabriele Sartor, Marco Pellegrino, Stefano Ferraris, Abdourrahmane M. Atto, Rosa Meo
2023	C	`conf`	CNN Classification of Wet Snow by Physical Snowpack Model Labeling. IGARSS Matthieu Gallet, Abdourrahmane M. Atto, Emmanuel Trouvé, Fatima Karbou
2023	C	`conf`	Deep Semantic Fusion of Sentinel-1 and Sentinel-2 Snow Products for Snow Monitoring in Mountainous Regions. IGARSS Thu Trang Lê, Abdourrahmane M. Atto, Emmanuel Trouvé, Fatima Karbou
2023	C	`conf`	Temporal Evolution of X and C Band Sar Backscattering In The Mont-Blanc Massif. IGARSS Suvrat Kaushik, Matthieu Gallet, Yajing Yan, Abdourrahmane M. Atto, Ludovic Ravanel, Emmanuel Trouvé
2022	B	`conf`	Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations. ICIP Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé
2021	J	`jnl`	Channel-Based Attention for LCC Using Sentinel-2 Time Series. CoRR Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco
2021	C	`conf`	Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series. IGARSS Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco
2021	J	`jnl`	Frames Learned by Prime Convolution Layers in a Deep Learning Framework. IEEE Trans. Neural Networks Learn. Syst. Abdourrahmane M. Atto, Rosie R. Bisset, Emmanuel Trouvé
2020	J	`jnl`	On Elliptical Possibility Distributions. IEEE Trans. Fuzzy Syst. Charles Lesniewska-Choquet, Gilles Mauris, Abdourrahmane M. Atto, Grégoire Mercier
2018	Misc	`conf`	A Robust Change Detector for Highly Heterogeneous Multivariate Images. ICASSP Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto
2018	C	`conf`	Geometric Multi-Wavelet Total Variation for SAR Image Time Series Analysis. FUSION Abdourrahmane M. Atto, Anoumou Kemavo, Jean-Paul Rudant, Grégoire Mercier
2018	—	`conf`	Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images. EUSIPCO Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto
2017	Misc	`conf`	A subspace approach for shrinkage parameter selection in undersampled configuration for Regularised Tyler Estimators. ICASSP Q. Hoarau, Arnaud Breloy, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas
2017	B	`conf`	Image change detection by possibility distribution dissemblance. FUZZ-IEEE Charles Lesniewska-Choquet, Abdourrahmane M. Atto, Gilles Mauris, Grégoire Mercier
2017	Misc	`conf`	Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image. ICASSP Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto
2017	—	`conf`	Multivariate change detection on high resolution monovariate SAR image using linear time-frequency analysis. EUSIPCO Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto
2017	J	`jnl`	Robust adaptive detection of buried pipes using GPR. Signal Process. Q. Hoarau, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas
2016	—	`conf`	Robust adaptive detection of buried pipes using GPR. EUSIPCO Q. Hoarau, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas, Jean Philippe Ovarlez
2015	B	`conf`	ARFBF model for non stationary random fields and application in HRTEM images. ICIP Zhangyun Tan, Abdourrahmane M. Atto, Olivier Alata, Maxime Moreaud
2015	—	`conf`	Change analysis of dual polarimetric Sentinel-1 SAR image time series using stationary wavelet transform and change detection matrix. MultiTemp Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé
2015	C	`conf`	Change analysis using multitemporal Sentinel-1 SAR images. IGARSS Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé
2015	—	`conf`	Multivariate statistical modeling for multi-temporal SAR change detection using wavelet transforms. MultiTemp Nizar Bouhlel, Guillaume Ginolhac, Eric Jolibois, Abdourrahmane M. Atto
2014	J	`jnl`	Adaptive Multitemporal SAR Image Filtering Based on the Change Detection Matrix. IEEE Geosci. Remote. Sens. Lett. Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé, Jean-Marie Nicolas
2014	C	`conf`	Adaptive multitemporal filtering of polarimetric SAR images. IGARSS Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé
2014	J	`jnl`	Best basis for joint representation: The median of marginal best bases for low cost information exchanges in distributed signal representation. Inf. Sci. Abdourrahmane M. Atto, Kavé Salamatian, Philippe Bolon
2014	B	`conf`	Non-stationary texture synthesis from random field modeling. ICIP Abdourrahmane M. Atto, Zhangyun Tan, Olivier Alata, Maxime Moreaud
2014	B	`conf`	Simulation of image time series from dynamical fractional brownian fields. ICIP Abdourrahmane M. Atto, Lionel Fillatre, Marc Antonini, Igor V. Nikiforov
2014	—	`conf`	Uniformly most powerful detection for integrate and fire time encoding. EUSIPCO Lionel Fillatre, Igor V. Nikiforov, Marc Antonini, Abdourrahmane M. Atto
2013	J	`jnl`	2-D Wavelet Packet Spectrum for Texture Analysis. IEEE Trans. Image Process. Abdourrahmane M. Atto, Yannick Berthoumieu, Philippe Bolon
2013	J	`jnl`	Multidate Divergence Matrices for the Analysis of SAR Image Time Series. IEEE Trans. Geosci. Remote. Sens. Abdourrahmane M. Atto, Emmanuel Trouvé, Yannick Berthoumieu, Grégoire Mercier
2013	J	`jnl`	Stochasticity: A Feature for the Structuring of Large and Heterogeneous Image Databases. Entropy Abdourrahmane M. Atto, Yannick Berthoumieu, Rémi Mégret
2012	C	`conf`	Vector and matrix LP norms in polarimetric radar filtering. IGARSS Abdourrahmane M. Atto, Grégoire Mercier, Thu Trang Le, Emmanuel Trouvé
2012	J	`jnl`	Wavelet Packets of Nonstationary Random Processes: Contributing Factors for Stationarity and Decorrelation. IEEE Trans. Inf. Theory Abdourrahmane M. Atto, Yannick Berthoumieu
2011	J	`jnl`	Control of discrete event systems with respect to strict duration: Supervision of an industrial manufacturing plant. Comput. Ind. Eng. Abdourrahmane M. Atto, Claude Martinez, Saïd Amari
2011	Misc	`conf`	How to perform texture recognition from stochastic modeling in the wavelet domain. ICASSP Abdourrahmane M. Atto, Yannick Berthoumieu
2011	J	`jnl`	Wavelet shrinkage: unification of basic thresholding functions and thresholds. Signal Image Video Process. Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier
2010	J	`jnl`	Central Limit theorems for wavelet packet decompositions of stationary random processes. IEEE Trans. Signal Process. Abdourrahmane M. Atto, Dominique Pastor
2010	J	`jnl`	Wavelet packets of fractional Brownian motion: asymptotic analysis and spectrum estimation. IEEE Trans. Inf. Theory Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier
2009	—	`conf`	General Framework on Change Detection in a Sparse Domain. IGARSS (4) Abdourrahmane M. Atto, Grégoire Mercier, Dominique Pastor
2009	—	`conf`	Optimal SURE parameters for sigmoidal wavelet shrinkage. EUSIPCO Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier
2009	J	`jnl`	Smooth Adaptation by Sigmoid Shrinkage. EURASIP J. Image Video Process. Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier
2008	J	`jnl`	Central Limit Theorems for Wavelet Packet Decompositions of Stationary Random Processes CoRR Abdourrahmane M. Atto, Dominique Pastor
2008	J	`jnl`	Detection threshold for non-parametric estimation. Signal Image Video Process. Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier
2008	—	`conf`	Limit distributions for wavelet packet coefficients of band-limited stationary random processes. EUSIPCO Abdourrahmane M. Atto, Dominique Pastor
2008	Misc	`conf`	Smooth sigmoid wavelet shrinkage for non-parametric estimation. ICASSP Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier
2008	—	`conf`	Sparsity from binary hypothesis testing and application to non-parametric estimation. EUSIPCO Dominique Pastor, Abdourrahmane M. Atto
2007	J	`jnl`	On the statistical decorrelation of the wavelet packet coefficients of a band-limited wide-sense stationary random process. Signal Process. Abdourrahmane M. Atto, Dominique Pastor, Alexandru Isar