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)

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)

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

Designing Sar Images Change-point Estimation Strategies Using an Mse Lower Bound. - Ammar Mian; Lucien Bacharach; Guillaume Ginolhac; Alexandre Renaux; Mohammed Nabil El Korso; Jean Philippe Ovarlez (ICASSP, 2019)

Robust Low-Rank Change Detection for Sar Image Time Series. - Ammar Mian; Arnaud Breloy; Guillaume Ginolhac; Jean Philippe Ovarlez (IGARSS, 2019)

Detection Methods Based on Structured Covariance Matrices for Multivariate SAR Images Processing. - Rayen Ben Abdallah; Ammar Mian; Arnaud Breloy; Abigaël Taylor; Mohammed Nabil El Korso; David Lautru (IEEE Geosci. Remote. Sens. Lett., 2019)

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)

A Comparative Study of Supervised Learning Algorithms for Symmetric Positive Definite Features. - Ammar Mian; Elias Raninen; Esa Ollila (EUSIPCO, 2020)

Block-Wise Minimization-Majorization Algorithm for Huber'S Criterion: Sparse Learning and Applications. - Esa Ollila; Ammar Mian (MLSP, 2020)

Riemannian geometry for compound Gaussian distributions: Application to recursive change detection. - Florent Bouchard; Ammar Mian; Jialun Zhou; Salem Said; Guillaume Ginolhac; Yannick Berthoumieu (Signal Process., 2020)

Robust Low-Rank Change Detection for Multivariate SAR Image Time Series. - Ammar Mian; Antoine Collas; Arnaud Breloy; Guillaume Ginolhac; Jean Philippe Ovarlez (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data. - Florent Bouchard; Arnaud Breloy; Ammar Mian; Guillaume Ginolhac (EUSIPCO, 2021)

Riemannian Classification of EEG Signals with Missing Values. - Alexandre Hippert-Ferrer; Ammar Mian; Florent Bouchard; Frédéric Pascal 001 (EUSIPCO, 2022)

Classification of GPR Signals Via Covariance Pooling on CNN Features Within a Riemannian Framework. - Matthieu Gallet; Ammar Mian; Guillaume Ginolhac; Nickolas Stelzenmuller (IGARSS, 2022)

Learning Graphical Factor Models with Riemannian Optimization. - Alexandre Hippert-Ferrer; Florent Bouchard; Ammar Mian; Titouan Vayer; Arnaud Breloy (ECML/PKDD (4), 2023)

New Robust Sparse Convolutional Coding Inversion Algorithm for Ground Penetrating Radar Images. - Matthieu Gallet; Ammar Mian; Guillaume Ginolhac; Esa Ollila; Nickolas Stelzenmuller (IEEE Trans. Geosci. Remote. Sens., 2023)

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

Random matrix theory improved Fréchet mean of symmetric positive definite matrices. - Florent Bouchard; Ammar Mian; Malik Tiomoko; Guillaume Ginolhac; Frédéric Pascal 001 (ICML, 2024)

Buried Object Classification from GPR Data by using Second Order Deep Learning Models. - Douba Jafuno; Ammar Mian; Guillaume Ginolhac; Nickolas Stelzenmuller (IGARSS, 2024)

Online change detection in SAR time-series with Kronecker product structured scaled Gaussian models. - Ammar Mian; Guillaume Ginolhac; Florent Bouchard; Arnaud Breloy (Signal Process., 2024)

Classification of Buried Objects From Ground Penetrating Radar Images by Using Second-Order Deep Learning Models. - Douba Jafuno; Ammar Mian; Guillaume Ginolhac; Nickolas Stelzenmuller (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)