Robust statistics

An Overview of Covariance-based Change Detection Methodologies in Multivariate SAR Image Time Series

Comparative study on SAR change detection with covariance methods

On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data

Comparative study SPD machine learning.

A Comparative Study of Statistical-Based Change Detection Methods for Multidimensional and Multitemporal SAR Images

Comparative study on SAR change detection

Block-wise Minimization-Majorization Algorithm for Huber's Criterion: Sparse learning and Applications

Robust Huber MM algorithm and sparse learning.

Riemannian geometry for compound Gaussian distributions: Application to recursive change detection

Riemannian geometry on compound-Gaussian distributions

Exploiting robust statistics and Riemannian geometry for the Analysis of multidimensional SAR Time Series

Presentation of my research works.

Robust Low-rank Change Detection for Multivariate SAR Image Time Series

Low-rank Robust statics for SAR change detection.

Contributions to SAR Image Time Series Analysis

Remote sensing data from Synthetic Aperture Radar (SAR) sensors offer a unique opportunity to record, to analyze, and to predict the evolution of the Earth. In the last decade, numerous satellite remote sensing missions have been launched …

Détection de Changement Robuste en Rang Faible pour les Séries Temporelles d'Images SAR

Robust Low-rank tests for change detection.

Robust Low-rank Change Detection for SAR Image Time Series

Robust Low-rank tests for change detection.