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Ammar Mian
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Year
New robust statistics for change detection in time series of multivariate SAR images
A Mian, G Ginolhac, JP Ovarlez, AM Atto
IEEE Transactions on Signal Processing 67 (2), 520-534, 2018
312018
Design of new wavelet packets adapted to high-resolution SAR images with an application to target detection
A Mian, JP Ovarlez, AM Atto, G Ginolhac
IEEE Transactions on Geoscience and Remote Sensing 57 (6), 3919-3932, 2019
222019
Detection methods based on structured covariance matrices for multivariate SAR images processing
RB Abdallah, A Mian, A Breloy, A Taylor, MN El Korso, D Lautru
IEEE Geoscience and Remote Sensing Letters 16 (7), 1160-1164, 2019
182019
Riemannian geometry for compound Gaussian distributions: Application to recursive change detection
F Bouchard, A Mian, J Zhou, S Said, G Ginolhac, Y Berthoumieu
Signal Processing 176, 107716, 2020
142020
Multivariate change detection on high resolution monovariate SAR image using linear time-frequency analysis
A Mian, JP Ovarlez, G Ginolhac, A Atto
2017 25th European Signal Processing Conference (EUSIPCO), 1942-1946, 2017
132017
Robust low-rank change detection for multivariate sar image time series
A Mian, A Collas, A Breloy, G Ginolhac, JP Ovarlez
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020
112020
A robust change detector for highly heterogeneous multivariate images
A Mian, JP Ovarlez, G Ginolhac, AM Atto
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
62018
Learning graphical factor models with riemannian optimization
A Hippert-Ferrer, F Bouchard, A Mian, T Vayer, A Breloy
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
32023
Classification of GPR signals via covariance pooling on CNN features within a riemannian framework
M Gallet, A Mian, G Ginolhac, N Stelzenmuller
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
32022
An overview of covariance-based change detection methodologies in multivariate SAR image time series
A Mian, G Ginolhac, JP Ovarlez, A Breloy, F Pascal
Change Detection and Image Time Series Analysis 1, 2021
32021
On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data
F Bouchard, A Breloy, A Mian, G Ginolhac
2021 29th European Signal Processing Conference (EUSIPCO), 856-859, 2021
32021
Block-wise minimization-majorization algorithm for huber's criterion: Sparse learning and applications
E Ollila, A Mian
2020 IEEE 30th International Workshop on Machine Learning for Signal …, 2020
32020
Nouvel algorithme d'inversion robuste pour le RADAR GPR
M Gallet, A Mian, G Ginolhac, N Stelzenmuller
GRETSI, XXVIIIème Colloque Francophone de Traitement du Signal et des Images, 2022
22022
New Robust Sparse Convolutional Coding Inversion Algorithm for Ground Penetrating Radar Images
M Gallet, A Mian, G Ginolhac, E Ollila, N Stelzenmuller
IEEE Transactions on Geoscience and Remote Sensing, 2023
12023
Riemannian classification of EEG signals with missing values
A Hippert-Ferrer, A Mian, F Bouchard, F Pascal
2022 30th European Signal Processing Conference (EUSIPCO), 842-846, 2022
12022
A Comparative Study of Statistical-Based Change Detection Methods for Multidimensional and Multitemporal SAR Images
A Mian, F Pascal
Advances in Condition Monitoring and Structural Health Monitoring: WCCM 2019 …, 2021
12021
Contributions to SAR Image Time Series Analysis
A Mian
Université Paris-Saclay, 2019
12019
Robust low-rank change detection for SAR image time series
A Mian, A Breloy, G Ginolhac, JP Ovarlez
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
12019
Robust detection and estimation of Change-Points in a time series of multivariate images
A Mian, JP Ovarlez, G Ginolhac, A Atto
2018 26th European Signal Processing Conference (EUSIPCO), 1097-1101, 2018
12018
Random matrix theory improved Fr\'echet mean of symmetric positive definite matrices
F Bouchard, A Mian, M Tiomoko, G Ginolhac, F Pascal
arXiv preprint arXiv:2405.06558, 2024
2024
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Articles 1–20