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

Author:

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

Publisher

Wiley

Reference52 articles.

1. Detection methods based on structured covariance matrices for multivariate SAR images processing;Abdallah R.B.;IEEE Geoscience and Remote Sensing Letters,2019

2. SAR image denoising via Bayesian wavelet shrinkage based on heavy‐tailed modeling;Achim A.;IEEE Transactions on Geoscience and Remote Sensing,2003

3. Nonparametric change detection in multitemporal SAR images based on mean‐shift clustering;Aiazzi B.;IEEE Transactions on Geoscience and Remote Sensing,2013

4. Polarimetric SAR change detection with the complex Hotelling–Lawley trace statistic;Akbari V.;IEEE Transactions on Geoscience and Remote Sensing,2016

5. An Introduction to Multivariate Statistical Analysis;Anderson T.;New Jersey [Online],2003

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1. Unsupervised SAR change detection with despeckling autoencoders;2023 IEEE International Radar Conference (RADAR);2023-11-06

2. Self-Supervised Learning Based Anomaly Detection in Synthetic Aperture Radar Imaging;IEEE Open Journal of Signal Processing;2022

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