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ORCIDAbdourrahmane M. Atto
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2020 – today
- 2024
[j28]Antoine Bralet
, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto:
ISSLIDE: A New InSAR Dataset for Slow SLIding Area DEtection With Machine Learning. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)- [j27]Matthieu Gallet, Abdourrahmane M. Atto, Fatima Karbou, Emmanuel Trouvé:
Wet Snow Detection From Satellite SAR Images by Machine Learning With Physical Snowpack Model Labeling. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 2901-2917 (2024) - [j26]Abdourrahmane Mahamane Atto:
Altruistic Collaborative Learning. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1954-1964 (2024) - [j25]Abdourrahmane M. Atto:
Toward Generalized Artificial Intelligence by Assessment Aggregation With Applications to Standard and Extreme Classifications. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16659-16670 (2024) - [c31]Matthieu Gallet, Ammar Mian, Abdourrahmane M. Atto:
Renyi Divergences Learning for explainable classification of SAR Image Pairs. ICASSP 2024: 7445-7449 - [c30]Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto:
DEM-Assisted Neural Network for SAR-to-Optical Image Translation. IGARSS 2024: 7649-7652 - [c29]Matteo Salis, Gabriele Sartor, Marco Pellegrino, Stefano Ferraris, Abdourrahmane M. Atto, Rosa Meo:
What's Behind This Water Table Depth Forecasting? RISE Application for Spatial, Temporal, and Spatio-Temporal Explanations. AI4CC-IPS-RCRA-SPIRIT@AI*IA 2024 - [d6]Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto:
SAR-DEM-Optical Mountainous Dataset for Distortion Management. IEEE DataPort, 2024
- [d5]Antoine Bralet, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto:
ISSLIDE: InSAR dataset for Slow SLIding area DEtection with machine learning. IEEE DataPort, 2024 - [i4]Matteo Salis, Abdourrahmane M. Atto, Stefano Ferraris, Rosa Meo:
Time Distributed Deep Learning models for Purely Exogenous Forecasting. Application to Water Table Depth Prediction using Weather Image Time Series. CoRR abs/2409.13284 (2024) - 2023
- [j24]Abdourrahmane Mahamane Atto, Brani Vidakovic, Aluísio Pinheiro:
Stochastic Hyperkernel Convolution Trains and h-Counting Processes. IEEE Access 11: 16934-16942 (2023) - [j23]Abdourrahmane Mahamane Atto, Sylvie Galichet, Dominique Pastor, Nicolas Méger:
On joint parameterizations of linear and nonlinear functionals in neural networks. Neural Networks 160: 12-21 (2023) - [j22]Rodney V. Fonseca, Rogério Galante Negri, Aluísio Pinheiro, Abdourrahmane Mahamane Atto:
Wavelet Spatio-Temporal Change Detection on Multitemporal SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 4013-4023 (2023) - [c28]Suvrat Kaushik, Matthieu Gallet, Yajing Yan, Abdourrahmane M. Atto, Ludovic Ravanel, Emmanuel Trouvé:
Temporal Evolution of X and C Band Sar Backscattering In The Mont-Blanc Massif. IGARSS 2023: 207-210 - [c27]Matthieu Gallet, Abdourrahmane M. Atto, Emmanuel Trouvé, Fatima Karbou:
CNN Classification of Wet Snow by Physical Snowpack Model Labeling. IGARSS 2023: 5351-5354 - [c26]Thu Trang Lê, Abdourrahmane M. Atto, Emmanuel Trouvé, Fatima Karbou:
Deep Semantic Fusion of Sentinel-1 and Sentinel-2 Snow Products for Snow Monitoring in Mountainous Regions. IGARSS 2023: 6286-6289 - [d4]Abdourrahmane M. Atto:
Noisy Imperfect Partial Symbolic Sketches. IEEE DataPort, 2023 - [d3]Matthieu Gallet, Fatima Karbou, Abdourrahmane M. Atto, Emmanuel Trouvé:
LSD4WSD VX: An Open Dataset for Wet Snow Detection with SAR Data and Physical Labelling - Full Analysis Version. IEEE DataPort, 2023 - 2022
- [c25]Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé:
Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations. ICIP 2022: 1766-1770 - [d2]Abdourrahmane M. Atto:
Can Artificial Intelligence Untangle Distorted and Compressed Geometries Associated with SAR Images of 3D Objects ? IEEE DataPort, 2022 - 2021
- [j21]Abdourrahmane M. Atto, Rosie R. Bisset, Emmanuel Trouvé:
Frames Learned by Prime Convolution Layers in a Deep Learning Framework. IEEE Trans. Neural Networks Learn. Syst. 32(7): 3247-3255 (2021) - [c24]Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco:
Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series. IGARSS 2021: 1077-1080 - [d1]Abdourrahmane M. Atto:
Generalized Elliptical Fractional Brownian Field Textures. IEEE DataPort, 2021 - [i3]Abdourrahmane Mahamane Atto, Sylvie Galichet, Dominique Pastor, Nicolas Méger:
Parametric Rectified Power Sigmoid Units: Learning Nonlinear Neural Transfer Analytical Forms. CoRR abs/2101.09948 (2021) - [i2]Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco:
Channel-Based Attention for LCC Using Sentinel-2 Time Series. CoRR abs/2103.16836 (2021) - 2020
- [j20]Abdourrahmane Mahamane Atto, Alexandre Benoît, Patrick Lambert:
Timed-image based deep learning for action recognition in video sequences. Pattern Recognit. 104: 107353 (2020) - [j19]Charles Lesniewska-Choquet, Gilles Mauris, Abdourrahmane M. Atto, Grégoire Mercier:
On Elliptical Possibility Distributions. IEEE Trans. Fuzzy Syst. 28(8): 1631-1639 (2020)
2010 – 2019
- 2019
- [j18]Ammar Mian, Jean Philippe Ovarlez, Abdourrahmane Mahamane Atto, Guillaume Ginolhac:
Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection. IEEE Trans. Geosci. Remote. Sens. 57(6): 3919-3932 (2019) - [j17]Ammar Mian, Guillaume Ginolhac, Jean Philippe Ovarlez, Abdourrahmane Mahamane Atto:
New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images. IEEE Trans. Signal Process. 67(2): 520-534 (2019) - 2018
- [c23]Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto:
Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images. EUSIPCO 2018: 1097-1101 - [c22]Abdourrahmane M. Atto, Anoumou Kemavo, Jean-Paul Rudant, Grégoire Mercier:
Geometric Multi-Wavelet Total Variation for SAR Image Time Series Analysis. FUSION 2018: 1-5 - [c21]Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto:
A Robust Change Detector for Highly Heterogeneous Multivariate Images. ICASSP 2018: 3429-3433 - 2017
- [j16]Q. Hoarau, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas:
Robust adaptive detection of buried pipes using GPR. Signal Process. 132: 293-305 (2017) - [c20]Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto:
Multivariate change detection on high resolution monovariate SAR image using linear time-frequency analysis. EUSIPCO 2017: 1942-1946 - [c19]Charles Lesniewska-Choquet, Abdourrahmane M. Atto, Gilles Mauris, Grégoire Mercier:
Image change detection by possibility distribution dissemblance. FUZZ-IEEE 2017: 1-6 - [c18]Q. Hoarau, Arnaud Breloy, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas:
A subspace approach for shrinkage parameter selection in undersampled configuration for Regularised Tyler Estimators. ICASSP 2017: 3291-3295 - [c17]Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto:
Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image. ICASSP 2017: 4029-4033 - 2016
- [j15]Abdourrahmane Mahamane Atto, Emmanuel Trouvé, Jean-Marie Nicolas, Thu Trang Le:
Wavelet Operators and Multiplicative Observation Models - Application to SAR Image Time-Series Analysis. IEEE Trans. Geosci. Remote. Sens. 54(11): 6606-6624 (2016) - [c16]Q. Hoarau, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas, Jean Philippe Ovarlez:
Robust adaptive detection of buried pipes using GPR. EUSIPCO 2016: 533-537 - 2015
- [b1]Abdourrahmane Mahamane Atto:
Analyse des Séquences de Processus et Champs Aléatoires d'Ondelettes. Grenoble Alpes University, France, 2015 - [j14]Abdourrahmane Mahamane Atto, Grégoire Mercier:
High order structural image decomposition by using non-linear and non-convex regularizing objectives. Comput. Vis. Image Underst. 138: 38-50 (2015) - [c15]Zhangyun Tan, Abdourrahmane M. Atto, Olivier Alata, Maxime Moreaud:
ARFBF model for non stationary random fields and application in HRTEM images. ICIP 2015: 2651-2655 - [c14]Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé:
Change analysis using multitemporal Sentinel-1 SAR images. IGARSS 2015: 4145-4148 - [c13]Nizar Bouhlel, Guillaume Ginolhac, Eric Jolibois, Abdourrahmane M. Atto:
Multivariate statistical modeling for multi-temporal SAR change detection using wavelet transforms. MultiTemp 2015: 1-4 - [c12]Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé:
Change analysis of dual polarimetric Sentinel-1 SAR image time series using stationary wavelet transform and change detection matrix. MultiTemp 2015: 1-4 - 2014
- [j13]Abdourrahmane M. Atto, Kavé Salamatian, Philippe Bolon:
Best basis for joint representation: The median of marginal best bases for low cost information exchanges in distributed signal representation. Inf. Sci. 283: 153-164 (2014) - [j12]Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé, Jean-Marie Nicolas:
Adaptive Multitemporal SAR Image Filtering Based on the Change Detection Matrix. IEEE Geosci. Remote. Sens. Lett. 11(10): 1826-1830 (2014) - [c11]Lionel Fillatre, Igor V. Nikiforov, Marc Antonini, Abdourrahmane M. Atto:
Uniformly most powerful detection for integrate and fire time encoding. EUSIPCO 2014: 1103-1107 - [c10]Abdourrahmane M. Atto, Zhangyun Tan, Olivier Alata, Maxime Moreaud:
Non-stationary texture synthesis from random field modeling. ICIP 2014: 4266-4270 - [c9]Abdourrahmane M. Atto, Lionel Fillatre, Marc Antonini, Igor V. Nikiforov:
Simulation of image time series from dynamical fractional brownian fields. ICIP 2014: 6086-6090 - [c8]Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouvé:
Adaptive multitemporal filtering of polarimetric SAR images. IGARSS 2014: 4560-4563 - 2013
- [j11]Abdourrahmane M. Atto, Yannick Berthoumieu, Rémi Mégret:
Stochasticity: A Feature for the Structuring of Large and Heterogeneous Image Databases. Entropy 15(11): 4782-4801 (2013) - [j10]Abdourrahmane M. Atto, Emmanuel Trouvé, Yannick Berthoumieu, Grégoire Mercier:
Multidate Divergence Matrices for the Analysis of SAR Image Time Series. IEEE Trans. Geosci. Remote. Sens. 51(4-1): 1922-1938 (2013) - [j9]Abdourrahmane M. Atto, Yannick Berthoumieu, Philippe Bolon:
2-D Wavelet Packet Spectrum for Texture Analysis. IEEE Trans. Image Process. 22(6): 2495-2500 (2013) - 2012
- [j8]Abdourrahmane M. Atto, Yannick Berthoumieu:
Wavelet Packets of Nonstationary Random Processes: Contributing Factors for Stationarity and Decorrelation. IEEE Trans. Inf. Theory 58(1): 317-330 (2012) - [c7]Abdourrahmane M. Atto, Grégoire Mercier, Thu Trang Le, Emmanuel Trouvé:
Vector and matrix LP norms in polarimetric radar filtering. IGARSS 2012: 1441-1444 - 2011
- [j7]Abdourrahmane M. Atto, Claude Martinez, Saïd Amari:
Control of discrete event systems with respect to strict duration: Supervision of an industrial manufacturing plant. Comput. Ind. Eng. 61(4): 1149-1159 (2011) - [j6]Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier:
Wavelet shrinkage: unification of basic thresholding functions and thresholds. Signal Image Video Process. 5(1): 11-28 (2011) - [c6]Abdourrahmane M. Atto, Yannick Berthoumieu:
How to perform texture recognition from stochastic modeling in the wavelet domain. ICASSP 2011: 4320-4323 - 2010
- [j5]Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier:
Wavelet packets of fractional Brownian motion: asymptotic analysis and spectrum estimation. IEEE Trans. Inf. Theory 56(9): 4741-4753 (2010) - [j4]Abdourrahmane M. Atto, Dominique Pastor:
Central Limit theorems for wavelet packet decompositions of stationary random processes. IEEE Trans. Signal Process. 58(2): 896-901 (2010)
2000 – 2009
- 2009
- [j3]Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier:
Smooth Adaptation by Sigmoid Shrinkage. EURASIP J. Image Video Process. 2009 (2009) - [c5]Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier:
Optimal SURE parameters for sigmoidal wavelet shrinkage. EUSIPCO 2009: 40-44 - [c4]Abdourrahmane M. Atto, Grégoire Mercier, Dominique Pastor:
General Framework on Change Detection in a Sparse Domain. IGARSS (4) 2009: 781-784 - 2008
- [j2]Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier:
Detection threshold for non-parametric estimation. Signal Image Video Process. 2(3): 207-223 (2008) - [c3]Abdourrahmane M. Atto, Dominique Pastor:
Limit distributions for wavelet packet coefficients of band-limited stationary random processes. EUSIPCO 2008: 1-5 - [c2]Dominique Pastor, Abdourrahmane M. Atto:
Sparsity from binary hypothesis testing and application to non-parametric estimation. EUSIPCO 2008: 1-5 - [c1]Abdourrahmane M. Atto, Dominique Pastor, Grégoire Mercier:
Smooth sigmoid wavelet shrinkage for non-parametric estimation. ICASSP 2008: 3265-3268 - [i1]Abdourrahmane M. Atto, Dominique Pastor:
Central Limit Theorems for Wavelet Packet Decompositions of Stationary Random Processes. CoRR abs/0802.0797 (2008) - 2007
- [j1]Abdourrahmane M. Atto, Dominique Pastor, Alexandru Isar:
On the statistical decorrelation of the wavelet packet coefficients of a band-limited wide-sense stationary random process. Signal Process. 87(10): 2320-2335 (2007)
Coauthor Index
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