Change detection on SAR Image Time Series

Sep 1, 2016

data from @UAVSAR

Wavelets Robust statistics Covariance homogeneity Change detection Synthetic Aperture Radar Application

Ammar Mian

Mâitre de conférences

Mâitre de conférences section CNU 61

Publications

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

Comparative study on SAR change detection with covariance methods

Ammar Mian, Guillaume Ginolhac, Jean-Philippe Ovarlez, Arnaud Breloy, Frédéric Pascal

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

Comparative study on SAR change detection

Ammar Mian, Frédéric Pascal

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

Low-rank Robust statics for SAR change detection.

Ammar Mian, Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Jean-Philippe Ovarlez

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 …

Ammar Mian

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

Robust Low-rank tests for change detection.

Ammar Mian, Arnaud Breloy, Guillaume Ginolhac, Jean-Philippe Ovarlez

Robust Low-rank Change Detection for SAR Image Time Series

Robust Low-rank tests for change detection.

Ammar Mian, Arnaud Breloy, Guillaume Ginolhac, Jean-Philippe Ovarlez

Detection Methods Based on Structured Covariance Matrices for Multivariate SAR Images Processing

Low-rank tests on covariance matrices.

Rayen Ben Abdallah, Ammar Mian, Arnaud Breloy, Mohammed Nabil El Korso, David Lautru

New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images

Robust statistics for High-Resolution SAR images.

Ammar Mian, Guillaume Ginolhac, Jean-Philippe Ovarlez, Abdourahmane M. Atto

Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images

An extension of Conradsen et al work to robust models.

Ammar Mian, Jean-Philippe Ovarlez, Guillaume Ginolhac, Abdourahmane M. Atto