Ammar Mian

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Change Detection

Supervised Learning Algorithms

Kronecker Product

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Florent Bouchard, Ammar Mian, Malik Tiomoko, Guillaume Ginolhac, Frédéric Pascal
Random matrix theory improved Fréchet mean of symmetric positive definite matrices. CoRR (2024)
Ammar Mian, Guillaume Ginolhac, Florent Bouchard, Arnaud Breloy
Online change detection in SAR time-series with Kronecker product structured scaled Gaussian models. Signal Process. 224 (2024)
Matthieu Gallet, Ammar Mian, Abdourrahmane M. Atto
Renyi Divergences Learning for explainable classification of SAR Image Pairs. ICASSP (2024)
Alexandre Hippert-Ferrer, Florent Bouchard, Ammar Mian, Titouan Vayer, Arnaud Breloy
Learning Graphical Factor Models with Riemannian Optimization. ECML/PKDD (4) (2023)
Matthieu Gallet, Ammar Mian, Guillaume Ginolhac, Esa Ollila, Nickolas Stelzenmuller
New Robust Sparse Convolutional Coding Inversion Algorithm for Ground Penetrating Radar Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Matthieu Gallet, Ammar Mian, Guillaume Ginolhac, Nickolas Stelzenmuller
Classification of GPR Signals Via Covariance Pooling on CNN Features Within a Riemannian Framework. IGARSS (2022)
Alexandre Hippert-Ferrer, Ammar Mian, Florent Bouchard, Frédéric Pascal
Riemannian Classification of EEG Signals with Missing Values. EUSIPCO (2022)
Alexandre Hippert-Ferrer, Florent Bouchard, Ammar Mian, Titouan Vayer, Arnaud Breloy
Learning Graphical Factor Models with Riemannian Optimization. CoRR (2022)
Alexandre Hippert-Ferrer, Ammar Mian, Florent Bouchard, Frédéric Pascal
Riemannian classification of EEG signals with missing values. CoRR (2021)
Florent Bouchard, Arnaud Breloy, Ammar Mian, Guillaume Ginolhac
On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data. EUSIPCO (2021)
Florent Bouchard, Ammar Mian, Jialun Zhou, Salem Said, Guillaume Ginolhac, Yannick Berthoumieu
Riemannian geometry for compound Gaussian distributions: Application to recursive change detection. Signal Process. 176 (2020)
Esa Ollila, Ammar Mian
Block-wise Minimization-Majorization algorithm for Huber's criterion: sparse learning and applications. CoRR (2020)
Esa Ollila, Ammar Mian
Block-Wise Minimization-Majorization Algorithm for Huber'S Criterion: Sparse Learning and Applications. MLSP (2020)
Ammar Mian, Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Jean Philippe Ovarlez
Robust Low-Rank Change Detection for Multivariate SAR Image Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Ammar Mian, Elias Raninen, Esa Ollila
A Comparative Study of Supervised Learning Algorithms for Symmetric Positive Definite Features. EUSIPCO (2020)
Florent Bouchard, Ammar Mian, Jialun Zhou, Salem Said, Guillaume Ginolhac, Yannick Berthoumieu
Riemannian geometry for Compound Gaussian distributions: application to recursive change detection. CoRR (2020)
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) (2019)
Ammar Mian, Lucien Bacharach, Guillaume Ginolhac, Alexandre Renaux, Mohammed Nabil El Korso, Jean Philippe Ovarlez
Designing Sar Images Change-point Estimation Strategies Using an Mse Lower Bound. ICASSP (2019)
Ammar Mian, Arnaud Breloy, Guillaume Ginolhac, Jean Philippe Ovarlez
Robust Low-Rank Change Detection for Sar Image Time Series. IGARSS (2019)
R. Ben Abdallah, Ammar Mian, Arnaud Breloy, A. Taylor, Mohammed Nabil El Korso, D. Lautru
Detection Methods Based on Structured Covariance Matrices for Multivariate SAR Images Processing. IEEE Geosci. Remote. Sens. Lett. 16 (7) (2019)
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) (2019)
Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto
A Robust Change Detector for Highly Heterogeneous Multivariate Images. ICASSP (2018)
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)
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)