The spatial median is at firrst computed and then the covariance matrix. This is used in the function comp.den.
References
A Durre, D Vogel, DE Tyler (2014). The spatial sign covariance matrix with unknown location. Journal of Multivariate Analysis, 130: 107-117.
http://arxiv.org/pdf/1307.5706v2.pdf