Complex elliptically symmetric distributions: Survey, new results and applications, IEEE Transactions on, vol.60, issue.11, pp.5597-5625, 2012. ,
Covariance structure maximum-likelihood estimates in Compound-Gaussian noise: existence and algorithm analysis, IEEE Transactions on, vol.56, issue.1, pp.34-48, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01816367
Robust shrinkage estimation of high-dimensional covariance matrices, IEEE Transactions on, vol.59, issue.9, pp.4097-4107, 2011. ,
Unified framework to regularized covariance estimation in scaled Gaussian models, IEEE Transactions on, vol.60, issue.1, pp.29-38, 2012. ,
Parameter estimation for multivariate generalized Gaussian distributions, IEEE Transactions on, vol.61, issue.23, pp.5960-5971, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00879851
Asymptotic properties of robust complex covariance matrix estimates, IEEE Transactions on Signal Processing, vol.61, issue.13, pp.3348-3356, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01705126
Regularized Tyler's Scatter Estimator: Existence, Uniqueness and Algorithms, IEEE Transactions on, vol.62, issue.19, pp.5143-5156, 2014. ,
Regularized m-estimators of scatter matrix, IEEE Transactions on, vol.62, issue.22, pp.6059-6070, 2014. ,
Matrix Variate Distributions, 2000. ,
Theory of Multivariate Statistics, ser, 1999. ,
Distribution theory of spherical distributions and a locationscale parameter generalization, Sankhy?: The Indian Journal of Statistics, Series A, vol.32, issue.4, pp.419-430, 1970. ,
Sub-optimum approach to adaptive coherent radar detection in Compound-Gaussian clutter, IEEE Transactions on, vol.35, issue.3, pp.1095-1103, 1999. ,
Performance analysis of two adaptive radar detectors against non-Gaussian real sea clutter data, IEEE Transactions on, vol.36, issue.4, pp.1429-1439, 2000. ,
Covariance matrix estimation for CFAR detection in correlated heavy tailed clutter, Signal Processing, special section on SP with Heavy Tailed Distributions, vol.82, issue.12, pp.1847-1859, 2002. ,
Characterization of radar clutter as a spherically invariant random process, IEE Proceeding, Part. F, vol.134, issue.2, pp.191-197, 1987. ,
Covariance matrix estimation for adaptive cfar detection in Compound-Gaussian clutter, IEEE Transactions on, vol.38, issue.2, pp.415-426, 2002. ,
Robust estimation of a location parameter, The Annals of Mathematical Statistics, vol.35, issue.1, pp.73-101, 1964. ,
Robust M -estimators of multivariate location and scatter, Annals of Statistics, vol.4, issue.1, pp.51-67, 1976. ,
Maximum likelihood estimation for the wrapped Cauchy distribution, Journal of Applied Statistics, vol.15, issue.2, pp.247-254, 1988. ,
Maximum likelihood estimation for Compound-Gaussian clutter with inverse gamma texture, IEEE Transactions on, vol.43, issue.2, pp.775-779, 2007. ,
Radial estimates and the test for sphericity, Biometrika, vol.69, issue.2, p.429, 1982. ,
, A distribution-free M -estimator of multivariate scatter, The Annals of Statistics, vol.15, issue.1, pp.234-251, 1987.
Performance analysis of covariance matrix estimates in impulsive noise, IEEE Transactions on Signal Processing, vol.56, issue.6, pp.2206-2217, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-00353591
New properties for Tyler's covariance matrix estimator, 2016 50th Asilomar Conference on Signals, Systems and Computers, pp.820-824, 2016. ,
On the generalized distance in statistics, Proceedings of the National Institute of Sciences (Calcutta), vol.2, pp.49-55, 1936. ,
The Mahalanobis distance, Chemometrics and Intelligent Laboratory Systems, vol.50, issue.1, pp.1-18, 2000. ,
A representation theorem and its applications to spherically invariant random processes, IEEE Transactions on, vol.19, issue.5, pp.600-608, 1973. ,
Unmasking multivariate outliers and leverage points, Journal of the American Statistical association, vol.85, issue.411, pp.633-639, 1990. ,
Identifying multiple outliers in multivariate data, Journal of the Royal Statistical Society. Series B (Methodological), pp.761-771, 1992. ,
Learning a Mahalanobis distance metric for data clustering and classification, Pattern Recognition, vol.41, issue.12, pp.3600-3612, 2008. ,
Distance metric learning for large margin nearest neighbor classification, Advances in neural information processing systems, pp.1473-1480, 2006. ,
Floating search methods in feature selection, Pattern recognition letters, vol.15, issue.11, pp.1119-1125, 1994. ,
Anomaly detection and classification for hyperspectral imagery, IEEE transactions on geoscience and remote sensing, vol.40, pp.1314-1325, 2002. ,
Robust anomaly detection in hyperspectral imaging, 2014 IEEE Geoscience and Remote Sensing Symposium, pp.4604-4607, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01010418
New asymptotic properties for the robust ANMF, IEEE International Conference on Acoustics, Speech, and Signal Processing, vol.17, 2017. ,
A better bound on the variance, The American Mathematical Monthly, vol.107, issue.4, pp.353-357, 2000. ,
The Random Matrix Regime of Maronna's M -estimator with elliptically distributed samples, Journal of Multivariate Analysis, vol.139, pp.56-78, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01242488
Asymptotic Properties of the Robust ANMF, IEEE International Conference on Acoustics, Speech, and Signal Processing, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01270119