Publications

Ammar Mian, Guillaume Ginolhac, Jean-Philippe Ovarlez, Arnaud Breloy, Frédéric Pascal (2021). An Overview of Covariance-based Change Detection Methodologies in Multivariate SAR Image Time Series. Wiley book.

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

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Ammar Mian, Frédéric Pascal (2021). A Comparative Study of Statistical-Based Change Detection Methods for Multidimensional and Multitemporal SAR Images. In WCCM 2019.

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Esa Ollila, Ammar Mian (2020). Block-wise Minimization-Majorization Algorithm for Huber's Criterion: Sparse learning and Applications. In MLSP 2020.

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

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Ammar Mian, Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Jean-Philippe Ovarlez (2020). Robust Low-rank Change Detection for Multivariate SAR Image Time Series. In JSTARS.

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

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Ammar Mian (2019). Contributions to SAR Image Time Series Analysis.

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Ammar Mian, Arnaud Breloy, Guillaume Ginolhac, Jean-Philippe Ovarlez (2019). Détection de Changement Robuste en Rang Faible pour les Séries Temporelles d'Images SAR. In GRETSI 2019.

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

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

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Rayen Ben Abdallah, Ammar Mian, Arnaud Breloy, Mohammed Nabil El Korso, David Lautru (2019). Detection Methods Based on Structured Covariance Matrices for Multivariate SAR Images Processing. In GRSL.

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Ammar Mian, Jean-Philippe Ovarlez, Guillaume Ginolhac, Abdourahmane M. Atto (2019). Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection. In TGRS.

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Ammar Mian, Guillaume Ginolhac, Jean-Philippe Ovarlez, Abdourahmane M. Atto (2018). New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images. In TSP.

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Ammar Mian, Jean-Philippe Ovarlez, Guillaume Ginolhac, Abdourahmane M. Atto (2018). Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images. In EUSIPCO 2018.

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

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Ammar Mian, Jean-Philippe Ovarlez, Guillaume Ginolhac, Abdourahmane M. Atto (2017). Multivariate Change Detection on High Resolution Monovariate SAR Image Using Linear Time-Frequency Analysis. In EUSIPCO 2017.

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Ammar Mian, Jean-Philippe Ovarlez, Guillaume Ginolhac, Abdourahmane M. Atto (2017). Détection de changement sur images SAR monovariées par analyse temps-fréquence linéaire. In GRETSI 2017.

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Ammar Mian (2016). Analysis of GNSS reflectometry data of the space mission TechDemoSat-1.