Target Detection Using Nonsingular Approximations for a Singular Covariance Matrix

Accurate covariance matrix estimation for high-dimensional data can be a difficult problem. A good approximation of the covariance matrix needs in most cases a prohibitively large number of pixels, that is, pixels from a stationary section of the image whose number is greater than several times the...

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Bibliographic Details
Main Authors: Nir Gorelik, Dan Blumberg, Stanley R. Rotman, Dirk Borghys
Format: Article
Language:English
Published: Wiley 2012-01-01
Series:Journal of Electrical and Computer Engineering
Online Access:http://dx.doi.org/10.1155/2012/628479
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