Abdourrahmane Mahamane Atto

Publications

Article dans une revue (36)

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 Thu Trang Lê,Abdourrahmane Mahamane Atto,Emmanuel Trouvé,Fatima Karbou IEEE Transactions on Geoscience and Remote Sensing, 2025, 63, pp.4303923. ⟨10.1109/TGRS.2025.3631318⟩ Article dans une revue hal-05444067v1
ECSPLAIN: Explainability Constrained-claSsifier for Pairing the detection and the Localization of moving Areas from SAR INterferograms Antoine Bralet,Abdourrahmane Atto,Jocelyn Chanussot,Emmanuel Trouvé IEEE Transactions on Geoscience and Remote Sensing, 2025, 63, pp.5217618:1-18. ⟨10.1109/TGRS.2025.3595267⟩ Article dans une revue hal-05206373v1
Time Distributed Deep Learning Models for Purely Exogenous Forecasting: Application to Water Table Depth Predictions Using Weather Image Time Series Matteo Salis,Abdourrahmane Atto,Stefano Ferraris,Rosa Meo Environmental Modelling and Software, 2025, 193, pp.106568. ⟨10.1016/j.envsoft.2025.106568⟩ Article dans une revue hal-05145770v1
Toward Generalized Artificial Intelligence by Assessment Aggregation With Applications to Standard and Extreme Classifications Abdourrahmane Atto IEEE Transactions on Neural Networks and Learning Systems, 2024, 35 (11), pp.16659-16670. ⟨10.1109/TNNLS.2023.3297079⟩ Article dans une revue hal-04954577v1
ISSLIDE: A new InSAR dataset for Slow SLIding area DEtection with machine learning Antoine Bralet,Emmanuel Trouvé,Jocelyn Chanussot,Abdourrahmane Atto IEEE Geoscience and Remote Sensing Letters, 2024, 21, pp.1-5. ⟨10.1109/LGRS.2024.3365299⟩ Article dans une revue hal-04482461v1
Explaining the decisions and the functioning of a convolutional spatiotemporal land cover classifier with channel attention and redescription mining Enzo Pelous,Nicolas Méger,Alexandre Benoit,Abdourrahmane Atto,Dino Iencoet al. ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 215, pp.256-270. ⟨10.1016/j.isprsjprs.2024.06.021⟩ Article dans une revue hal-04650672v1
Wet Snow Detection From Satellite SAR Images by Machine Learning With Physical Snowpack Model Labeling Matthieu Gallet,Abdourrahmane Atto,Fatima Karbou,Emmanuel Trouvé IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, pp.2901-2917. ⟨10.1109/JSTARS.2023.3342990⟩ Article dans une revue hal-04629665v1
Managing Rockfall Hazard on Strategic Linear Stakes: How Can Machine Learning Help to Better Predict Periods of Increased Rockfall Activity? Marie-Aurélie Chanut,Hermann Courteille,Clara Lévy,Abdourrahmane Atto,Lucas Meignanet al. Sustainability, 2024, 16 (9), pp.3802. ⟨10.3390/su16093802⟩ Article dans une revue hal-04573900v1
Stochastic Hyperkernel Convolution Trains and h-Counting Processes Abdourrahmane Mahamane Atto,Brani Vidakovic,Aluisio Pinheiro IEEE Access, In press, pp.1-1. ⟨10.1109/ACCESS.2023.3246385⟩ Article dans une revue hal-03994023v1
Wavelet Spatio-Temporal Change Detection on Multitemporal SAR Images Rodney Fonseca,Rogério Negri,Aluísio Pinheiro,Abdourrahmane Atto IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, pp.1-12. ⟨10.1109/JSTARS.2023.3268601⟩ Article dans une revue hal-04077103v1
On Joint Parameterizations of Linear and Nonlinear Functionals in Neural Networks Abdourrahmane Mahamane Atto,Sylvie Galichet,Dominique Pastor,Nicolas Méger Neural Networks, 2023, 160, pp.12-21. ⟨10.1016/j.neunet.2022.12.019⟩ Article dans une revue (article de synthèse) hal-03115681v3
Land cover classification of the Alps from InSAR temporal coherence matrices Sophie Giffard-Roisin,Salaheddine Boudaour,Marie-Pierre Doin,Yajing Yan,Abdourrahmane Atto Frontiers in Remote Sensing, 2022, 3, ⟨10.3389/frsen.2022.932491⟩ Article dans une revue hal-03829187v1
Altruistic Collaborative Learning Abdourrahmane Mahamane Atto IEEE Transactions on Neural Networks and Learning Systems, 2022, pp.1-11. ⟨10.1109/TNNLS.2022.3185961⟩ Article dans une revue hal-03774351v1
On Elliptical Possibility Distributions Charles Lesniewska-Choquet,Gilles Mauris,Abdourrahmane Atto,Grégoire Mercier IEEE Transactions on Fuzzy Systems, 2020, 28 (8), pp.1631-1639. ⟨10.1109/TFUZZ.2019.2920803⟩ Article dans une revue hal-02149345v1
Timed-image based deep learning for action recognition in video sequences Abdourrahmane Atto,Alexandre Benoît,Patrick Lambert Pattern Recognition, 2020, 104, pp.107353. ⟨10.1016/j.patcog.2020.107353⟩ Article dans une revue hal-01920608v2
Frames Learned by Prime Convolution Layers in a Deep Learning Framework Abdourrahmane Mahamane Atto,Rosie R. Bisset,Emmanuel Trouvé IEEE Transactions on Neural Networks and Learning Systems, 2020, pp.1-9. ⟨10.1109/TNNLS.2020.3009059⟩ Article dans une revue hal-02909583v1
New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images Ammar Mian,Guillaume Ginolhac,Jean-Philippe Ovarlez,Abdourrahmane Atto IEEE Transactions on Signal Processing, 2019, 67 (2), pp.520-534. ⟨10.1109/tsp.2018.2883011⟩ Article dans une revue hal-01975924v1
Time-lapse optical flow regularization for geophysical complex phenomena monitoring Héla Hadhri,Flavien Vernier,Abdourrahmane Atto,Emmanuel Trouvé ISPRS Journal of Photogrammetry and Remote Sensing, 2019, 150, pp.135-156 Article dans une revue hal-02057126v1
Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection Ammar Mian,Jean-Philippe Ovarlez,Abdourrahmane Atto,Guillaume Ginolhac IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (6), pp.3919-3932. ⟨10.1109/tgrs.2018.2888993⟩ Article dans une revue hal-02057622v1
ARFBF morphological analysis - Application to the discrimination of catalyst active phases Zhangyun Tan,Maxime Moreaud,Olivier Alata,Abdourrahmane Atto Image Analysis & Stereology, 2018, 37 (1), pp.21-34. ⟨10.5566/ias.1624⟩ Article dans une revue hal-01779425v2
Wavelet Operators and Multiplicative Observation Models -Application to SAR Image Time Series Analysis Abdourrahmane Atto,Emmanuel Trouvé,Jean-Marie Nicolas,Thu Trang Lê IEEE Transactions on Geoscience and Remote Sensing, 2016, ⟨10.1109/TGRS.2016.2587626⟩ Article dans une revue hal-01341064v1
High order structural image decomposition by using non-linear and non-convex regularizing objectives Abdourrahmane Atto,Grégoire Mercier Computer Vision and Image Understanding, 2015, http://dx.doi.org/10.1016/j.cviu.2015.04.002. ⟨10.1016/j.cviu.2015.04.002⟩ Article dans une revue hal-01159214v1
Change detection matrix for multitemporal filtering and change analysis of SAR and PolSAR image time series Thu Trang Le,Abdourrahmane Atto,Emmanuel Trouvé,Akhmad Solikhin,Virginie Pinel ISPRS Journal of Photogrammetry and Remote Sensing, 2015, pp.13. ⟨10.1016/j.isprsjprs.2015.02.008⟩ Article dans une revue istex hal-01153643v1
Adaptive Multitemporal SAR Image Filtering Based on the Change Detection Matrix Thu Trang Le,Abdourrahmane Atto,Emmanuel Trouvé,Jean-Marie Nicolas IEEE Geoscience and Remote Sensing Letters, 2014, 11 (10), 5 p. ⟨10.1109/LGRS.2014.2311663⟩ Article dans une revue hal-00975385v2
Best Basis for Joint Representation: the Median of Marginal Best Bases for Low Cost Information Exchanges in Distributed Signal Representation Abdourrahmane Atto,Kavé Salamatian,Philippe Bolon Information Sciences, 2014, Available online, pp.ISSN 0020-0255. ⟨10.1016/j.ins.2014.06.040⟩ Article dans une revue hal-01018845v1
Stochasticity: A Feature for the Structuring of Large and Heterogeneous Image Databases Abdourrahmane Atto,Yannick Berthoumieu,Rémi Mégret Entropy, 2013, 15 (11), pp.4782-4801. ⟨10.3390/e15114782⟩ Article dans une revue hal-00550318v3
Multi-Date Divergence Matrices for the Analysis of SAR Image Time Series Abdourrahmane Atto,Emmanuel Trouvé,Yannick Berthoumieu,Grégoire Mercier IEEE Transactions on Geoscience and Remote Sensing, 2013, 51 (4), pp. 1922-1938. ⟨10.1109/TGRS.2012.2210228⟩ Article dans une revue hal-00721877v1
2-Dimensional Wavelet Packet Spectrum for Texture Analysis Abdourrahmane Atto,Yannick Berthoumieu,Philippe Bolon IEEE Transactions on Image Processing, 2013, pp.1-9. ⟨10.1109/TIP.2013.2246524⟩ Article dans une revue hal-00766713v1
Wavelet Packets of Nonstationary Random Processes: Contributing Factors for Stationarity and Decorrelation Abdourrahmane Atto,Yannick Berthoumieu IEEE Transactions on Information Theory, 2012, 58 (1), pp. 317-330. ⟨10.1109/TIT.2011.2167496⟩ Article dans une revue hal-00548105v2
Wavelet Shrinkage: Unification of Basic Thresholding Functions and Thresholds Abdourrahmane Atto,Dominique Pastor,Grégoire Mercier Signal, Image and Video Processing, 2011, 5 (1), pp.11-28. ⟨10.1007/s11760-009-0139-y⟩ Article dans une revue hal-00732360v1
Control of Discrete Event Systems with Respect to Strict Duration: Supervision of an Industrial Manufacturing Plant Abdourrahmane Atto,Claude Martinez,Said Amari Computers & Industrial Engineering, 2011, 61 (4), pp.Pages 1149-1159. ⟨10.1016/j.cie.2011.07.004⟩ Article dans une revue hal-00660726v1
Smooth Adaptation by Sigmoid Shrinkage Abdourrahmane Atto,Dominique Pastor,Grégoire Mercier EURASIP Journal on Image and Video Processing, 2009, pp.532312. ⟨10.1155/2009/532312⟩ Article dans une revue hal-00732347v1
Wavelet Packets of fractional Brownian motion: Asymptotic Analysis and Spectrum Estimation Abdourrahmane Atto,Dominique Pastor,Grégoire Mercier IEEE Transactions on Information Theory, 2009, 56 (9), pp.4741-4753. ⟨10.1109/TIT.2010.2053865⟩ Article dans une revue hal-00409479v1
Central Limit Theorems for Wavelet Packet Decompositions of Stationary Random Processes Abdourrahmane Atto,Dominique Pastor IEEE Transactions on Signal Processing, 2009, 58 (2), pp.896-901. ⟨10.1109/TSP.2009.2031726⟩ Article dans une revue hal-00241849v3
Detection threshold for non-parametric estimation Abdourrahmane Atto,Dominique Pastor,Grégoire Mercier Signal, Image and Video Processing, 2008, 2 (3), pp.207-223. ⟨10.1007/s11760-008-0051-x⟩ Article dans une revue hal-00732333v1
On the Statistical Decorrelation of the Wavelet Packet Coefficients of a Band-Limited Wide-Sense Stationary Random Process Abdourrahmane Atto,Dominique Pastor,Alexandru Isar Signal Processing, 2007, 87 (10), pp.2320-2335. ⟨10.1016/j.sigpro.2007.03.014⟩ Article dans une revue hal-00732481v1

Communication dans un congrès (41)

Information spatiale de Lehmer et activation paramétrique pour la classification frugale de données positives Matthieu Gallet,Emmanuel Trouvé,Abdourrahmane Atto GRETSI, XXXe Colloque Francophone de Traitement du Signal et des Images, GRETSI, Aug 2025, Strabourg, France Communication dans un congrès hal-05355574v1
MULTISCALE CORRELATION REGRESSION FOR JOINT CHANGE DETECTION AND CLASSIFICATION IN SAR TIME SERIES Matthieu Gallet,Maia de Souza Ugarte,Aluísio de Souza Pinheiro,Abdourrahmane Atto,Christophe Lin-Kwong-Chon International Geoscience and Remote Sensing Symposium (IGARSS 2025), Aug 2025, Brisbane (AU), Australia Communication dans un congrès hal-05355602v1
Un nouveau jeu de données pour la détection d'instabilités gravitaires dans les Alpes à partir d'interférogrammes SAR Antoine Bralet,Emmanuel Trouvé,Jocelyn Chanussot,Abdourrahmane Atto 6e symposium MDIS - FormaTerre, Nov 2024, Orléans, France Communication dans un congrès hal-05206386v1
DEM-assisted neural network for SAR-to-optical image translation Antoine Bralet,Trong Nghia Ngo,Emmanuel Trouvé,Jocelyn Chanussot,Abdourrahmane Atto IGARSS 2024 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athènes, Greece. pp.7649-7652, ⟨10.1109/IGARSS53475.2024.10641788⟩ Communication dans un congrès hal-04720021v1
RENYI DIVERGENCES LEARNING FOR EXPLAINABLE CLASSIFICATION OF SAR IMAGE PAIRS Matthieu Gallet,Ammar Mian,Abdourrahmane Atto ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.7445-7449, ⟨10.1109/ICASSP48485.2024.10448227⟩ Communication dans un congrès hal-04629670v1
Impact de la stratégie de décodage sur la traduction de modalité radar-optique d'images de télédétection Antoine Bralet,Abdourrahmane Atto,Jocelyn Chanussot,Emmanuel Trouvé GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.929-932 Communication dans un congrès hal-04191879v1
Apprentissage explicable d’un ensemble de divergences pour la similarité inter-classe de données SAR Matthieu Gallet,Abdourrahmane Atto,Emmanuel Trouvé,Fatima Karbou GRETSI, XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI, Aug 2023, Grenoble, France Communication dans un congrès hal-04184390v1
Temporal Evolution of X and C Band SAR Backscattering in theMont-Blanc Massif Suvrat Kaushik,Matthieu Gallet,Yajing Yan,Abdourrahmane Atto,Ludovic Ravanelet al. International Geoscience and Remote Sensing Symposium (IGARSS 2023), Jul 2023, Pasadena, CA, United States Communication dans un congrès hal-04180662v1
CNN Classification of Wet Snow By Physical Snowpack Model Labeling Matthieu Gallet,Abdourrahmane Atto,Emmanuel Trouvé,Fatima Karbou International Geoscience and Remote Sensing Symposium (IGARSS 2023), Jul 2023, Pasadena, CA, United States. ⟨10.1109/IGARSS52108.2023.10281833⟩ Communication dans un congrès hal-04171432v1
DEEP SEMANTIC FUSION OF SENTINEL-1 AND SENTINEL-2 SNOW PRODUCTS FOR SNOW MONITORING IN MOUNTAINOUS REGIONS Thu Trang Le,Abdourrahmane Atto,Emmanuel Trouvé,Fatima Karbou IEEE International Geoscience and Remote Sensing Symposium 2023 (IGARSS 2023), Jul 2023, Pasadena (California), United States. ⟨10.1109/IGARSS52108.2023.10282065⟩ Communication dans un congrès hal-04211648v1
Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations Antoine Bralet,Abdourrahmane Atto,Jocelyn Chanussot,Emmanuel Trouve ICIP 2022 - 29th IEEE International Conference on Image Processing (IEEE ICIP), Oct 2022, Bordeaux, France. pp.1766-1770, ⟨10.1109/ICIP46576.2022.9897713⟩ Communication dans un congrès hal-03844839v1
Contribution of Artificial Intelligence models for the management of rockfall risks Marie-aurélie Chanut,Clara Lévy,Lucas Meignan,Muriel Gasc-Barbier,Sylvie Galichetet al. 5th RSS Rock Slope Stability Symposium, Nov 2021, Chambéry, France Communication dans un congrès hal-03736583v1
A Geometrical Wavelet Framework for the Time-Series Analysis of Full-Polarimetric Features Davide Pirrone,Abdourrahmane Mahamane Atto,Emmanuel Trouve 2020 IEEE Radar Conference (RadarConf20), Sep 2020, Florence, Italy. pp.1-6, ⟨10.1109/RadarConf2043947.2020.9266403⟩ Communication dans un congrès hal-03047702v1
Transformation possibiliste de lois de probabilités elliptiques Charles Lesniewska-Choquet,Gilles Mauris,Abdourrahmane Atto Rencontres francophones sur la logique floue et ses applications LFA 2019, Nov 2019, Alès, France Communication dans un congrès hal-03273332v1
Geometric Multi-Wavelet Total Variation for SAR Image Time Series Analysis Abdourrahmane Atto,Anoumou Kemavo,Jean-Paul Rudant,Grégoire Mercier International Conference on Information Fusion (FUSION 2018), Jul 2018, Ccambridge, United Kingdom Communication dans un congrès hal-01794292v1
Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images Ammar Mian,Jean-Philippe Ovarlez,Guillaume Ginolhac,Abdourrahmane Atto EUSIPCO 2018, EURASIP, Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553285⟩ Communication dans un congrès hal-01840793v1
Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image Jean-Philippe Ovarlez,Guillaume Ginolhac,Abdourrahmane Atto 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017) , Mar 2017, Nouvelle-Orléans, United States. pp.4029 - 4033, ⟨10.1109/ICASSP.2017.7952913⟩ Communication dans un congrès hal-01617057v1
Inverse Formulation of Temporal Closure and Proposed Solutions for Offset Tracking of Natural Scenes Héla Hadhri,Emmanuel Trouvé,Abdourrahmane Atto,Flavien Vernier MultiTemp 2017, Jun 2017, Bruges, Belgium Communication dans un congrès hal-01618013v1
Traitement automatique de &quot;time lapse&quot; : application à la surveillance de glaciers alpins Héla Hadhri,Flavien Vernier,Abdourrahmane Atto,Emmanuel Trouvé ORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France Communication dans un congrès hal-01866629v1
Détection de changement sur images SAR monovariées par analyse temps-fréquence linéaire Ammar Mian,Jean-Philippe Ovarlez,Guillaume Ginolhac,Abdourrahmane Atto GRETSI 2017, Sep 2017, Juan-Les-Pins, France Communication dans un congrès hal-01617062v1
Image Change Detection by Possibility Distribution Dissemblance Charles Lesniewska-Choquet,Abdourrahmane Atto,Gilles Mauris,Grégoire Mercier FUZZ-IEEE 2017 : IEEE International Conference on Fuzzy Systems, Jul 2017, Naples, Italy. ⟨10.1109/FUZZ-IEEE.2017.8015641⟩ Communication dans un congrès hal-01495750v1
Comparaison de Transformations Probabilité-Possibilité aux Moyens de Mesures de Dissemblance dans un Contexte de Détection de Changements Charles Lesniewska-Choquet,Gilles Mauris,Abdourrahmane Atto LFA : Rencontres francophones sur la Logique Floue et ses Applications, Oct 2017, Amiens, France Communication dans un congrès hal-01798251v1
Estimateur de Tyler régularisé dans le cas sous-déterminé. Application à la détection d'objets enfouis Quentin Hoarau,Arnaud Breloy,Guillaume Ginolhac,Abdourrahmane Atto,Jean-Marie Nicolas GRETSI 2017, Sep 2017, Juan Les Pins, France Communication dans un congrès hal-01617064v1
A subspace approach for shrinkage parameter selection in undersampled configuration for Regularised Tyler Estimators Quentin Hoarau,Arnaud Breloy,Guillaume Ginolhac,Abdourrahmane Atto,Jean Marie Nicolas ICASSP 2017, Sep 2017, New Orleans, United States. pp.3291 - 3295, ⟨10.1109/ICASSP.2017.7952765⟩ Communication dans un congrès hal-01617054v1
Wavelet statistical analysis in multitemporal SAR images Aluisio Pinheiro,Abdourrahmane Atto,Emmanuel Trouvé International Workshop on Statistical Modelling (IWSM), Jul 2016, Rennes, France Communication dans un congrès hal-01340297v1
Multivariate statistical modeling for multi-temporal SAR change detection using wavelet transforms Nizar Bouhlel,Guillaume Ginolhac,Eric Jolibois,Abdourrahmane Atto 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), 2015, Jul 2015, Annecy, France. pp.1-4, ⟨10.1109/Multi-Temp.2015.7245810⟩ Communication dans un congrès hal-01226399v1
Change analysis using multitemporal Sentinel-1 SAR images Thu Trang Le,Abdourrahmane Atto,Emmanuel Trouvé IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2015, Jul 2015, Milan, Italy Communication dans un congrès hal-01153674v1
Change analysis of dual polarimetric Sentinel-1 SAR image time series using stationary wavelet transform and change detection matrix Thu Trang Le,Abdourrahmane Atto,Emmanuel Trouvé IEEE 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MULTITEMP), 2015, Jul 2015, Annecy, France Communication dans un congrès hal-01153679v1
ARFBF MODEL FOR NON STATIONARY RANDOM FIELDS AND APPLICATION IN HRTEM IMAGES Zhangyun Tan,Abdourrahmane Atto,Olivier Alata,Maxime Moreaud IEEE International Conference on Image Processing (ICIP) 2015, Sep 2015, Québec City, Canada Communication dans un congrès hal-01175843v1
Convolution mixture of FBF and modulated FBF and application to HRTEM images Zhangyun Tan,Olivier Alata,Maxime Moreaud,Abdourrahmane Atto Gretsi 2015, Sep 2015, Lyon, France Communication dans un congrès hal-01175837v1
Non-stationary texture synthesis from random field modeling Abdourrahmane Atto,Zhangyun Tan,Olivier Alata,Maxime Moreaud IEEE International Conference on Image Processing (ICIP) 2014, Oct 2014, Paris, France. pp.1-5 Communication dans un congrès ujm-01005343v1
Uniformly most powerful detection for integrate and fire time encoding Lionel Fillatre,Igor V. Nikiforov,Marc Antonini,Abdourrahmane Atto European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal Communication dans un congrès hal-01099477v1
ADAPTIVE MULTITEMPORAL FILTERING OF POLARIMETRIC SAR IMAGES Thu Trang Le,Abdourrahmane Atto,Emmanuel Trouvé IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2014, Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6947507⟩ Communication dans un congrès hal-01095849v1
Simulation of Image Time Series from Dynamical Fractional Brownian Fields Abdourrahmane Atto,Lionel Fillatre,Marc Antonini,Igor V. Nikiforov IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.6086-6090, ⟨10.1109/ICIP.2014.7026228⟩ Communication dans un congrès hal-01018847v1
SCHATTEN MATRIX NORM BASED POLARIMETRIC SAR DATA REGULARIZATION. APPLICATION OVER CHAMONIX MONT-BLANC Thu Trang Le,Abdourrahmane Atto,Emmanuel Trouvé International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, POLinSAR 2013, Jan 2013, Frascati, Italy. 7 p Communication dans un congrès hal-00975276v1
TEMPORAL ADAPTIVE FILTERING OF SAR IMAGE TIME SERIES BASED ON THE DETECTION OF STABLE AND CHANGE AREAS Thu Trang Le,Abdourrahmane Atto,Emmanuel Trouvé,Jean-Marie Nicolas 5th TerraSAR-X / 4th TanDEM-X Science Team Meeting - 2013, Jun 2013, Oberpfaffenhofen, Germany. 4 p Communication dans un congrès hal-00975332v1
Matrice de Divergences Multi-Temporelles et Analyse des Séries Chronologiques d'Images SAR Abdourrahmane Atto,Emmanuel Trouvé,Yannick Berthoumieu,Grégoire Mercier GDR-ISIS - Journée "Techniques et algorithmes pour les séries d'images multi-temporelles", Jun 2012, France Communication dans un congrès hal-00752128v1
VECTOR AND MATRIX LP NORMS IN POLARIMETRIC RADAR FILTERING Abdourrahmane Atto,Grégoire Mercier,Thu Trang Le,Emmanuel Trouvé IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany Communication dans un congrès hal-00752127v1
Sparseness-based non-parametric detection and estimation of random signals in noise Dominique Pastor,Abdourrahmane Atto Spars, Jun 2011, Edimbourg, United Kingdom Communication dans un congrès hal-00609524v1
Sparsity Measure and the Detection of Significant Data Abdourrahmane Atto,Dominique Pastor,Grégoire Mercier SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France Communication dans un congrès inria-00369628v1
Supervision of an industrial plant subject to a maximal duration constraint Abdourrahmane Atto,Claude Martinez,Saïd Amari 9th International Workshop on Discrete Event Systems, May 2008, Göteborg, Sweden. pp.254-259 Communication dans un congrès hal-00362877v1

Poster de conférence (1)

Utilisation des séries temporelles d’images Sentinel-1 pour l’observation des glaciers des Alpes Yajing Yan,Emmanuel Trouvé,Matthias Jauvin,Rémi Prebet,Alexandre Hippert-Ferreret al. PNTS 2018, Mar 2018, Grenoble, France Poster de conférence hal-01741918v1

Ouvrages (7)

Change Detection and Image Time Series Analysis 2 Abdourrahmane Mahamane Atto Wiley, 1, 2021, ⟨10.1002/9781119882299⟩ Ouvrages hal-03469413v1
Fractional Field Image Time Series Modeling and Application to Cyclone Tracking Abdourrahmane Mahamane Atto Wiley, 1, 2021, ⟨10.1002/9781119882268.ch6⟩ Ouvrages hal-03469406v1
Thresholds and Distances to Better Detect Wet Snow over Mountains with Sentinel-1 Image Time Series Abdourrahmane Mahamane Atto Wiley, 1, 2021, ⟨10.1002/9781119882268.ch5⟩ Ouvrages hal-03469397v1
Change Detection and Image Time Series Analysis 1 Abdourrahmane Mahamane Atto Wiley, 1, 2021, ⟨10.1002/9781119882268⟩ Ouvrages hal-03469415v1
Multiclass Multilabel Change of State Transfer Learning from Image Time Series Abdourrahmane Mahamane Atto Wiley, 1, 2021, ⟨10.1002/9781119882299.ch6⟩ Ouvrages hal-03469408v1
Unsupervised Functional Information Clustering in Extreme Environments from Filter Banks and Relative Entropy Abdourrahmane Mahamane Atto Wiley, 1, 2021, ⟨10.1002/9781119882268.ch4⟩ Ouvrages hal-03469402v1
Ondelettes et Processus Stochastiques Abdourrahmane Atto Lavoisier-Hermès. 297 p., 2017, 978-2-7462-4800-7 Ouvrages hal-01495755v1

Chapitre d'ouvrage (3)

Chapter 6: Multiclass Multilabel Change of State Transfer Learning from Image Time Series Abdourrahmane Mahamane Atto,Héla Hadhri,Flavien Vernier,Emmanuel Trouve Change Detection and Image Time Series Analysis 2: Supervised Methods, 1, pp.223-245, 2021, 9781119882299. ⟨10.1002/9781119882299.ch6⟩ Chapitre d'ouvrage hal-03671978v1
Thresholds and distances to better detect wet snow over mountains with Sentinel-1 image time series Fatima Karbou,Guillaume James,Philippe Durand,Abdourrahmane Atto Change Detection and Image Time Series Analysis, 1: Unsupervised Methods, Wiley, pp.1-18, 2021, ⟨10.1002/9781119882268.ch5⟩ Chapitre d'ouvrage hal-03483209v1
Wavelet shrinkage : from sparsity and robust testing to smooth adaptation Dominique Pastor,Abdourrahmane Atto Fractals and Related Fields, Birkhauser, 2010 Chapitre d'ouvrage hal-00724738v1

Article de blog scientifique (1)

Neural Transfer Function Library Deriving From Parametric Probability Signatures Abdourrahmane Mahamane Atto 2023 Article de blog scientifique hal-04004689v1

Pré-publication, Document de travail (4)

The Role of Parametrically Learnable Neural Transfer Functions in Artificial Intelligence Abdourrahmane Mahamane Atto 2025 Pré-publication, Document de travail hal-05096058v1
Softlog-Softmax Layers and Divergences Contribute to a Computationally Dependable Ensemble Learning Abdourrahmane Mahamane Atto 2025 Pré-publication, Document de travail hal-05096051v1
Fractional Order Stochastic Image Integration Models and Deep Learning of Multi-Fractional Interactions Abdourrahmane Atto 2017 Pré-publication, Document de travail hal-01629345v1
Wavelet Operators and Multiplicative Observation Models - Application to Change-Enhanced Regularization of SAR Image Time Series Abdourrahmane Atto,Emmanuel Trouvé,Jean-Marie Nicolas,Thu Trang Le 2016 Pré-publication, Document de travail hal-00950823v3

Thèse (1)

Analyse en Ondelettes et par Paquets d'Ondelettes de Processus Aléatoires Stationnaires, et Application à l'Estimation Non-Paramétrique Abdourrahmane Atto Mathématiques [math]. Ecole Nationale Supérieure des Télécommunications de Bretagne - ENSTB; Université Rennes 1, 2008. Français. ⟨NNT : ⟩ Thèse tel-00384852v1

HDR (1)

Analyse des Séquences de Processus et Champs Aléatoires d'Ondelettes Abdourrahmane Atto Mathématiques [math]. Université Grenoble Alpes, 2015 HDR tel-01261180v1