scholarly journals Gaussian fluctuation for Gaussian Wishart matrices of overall correlation

2021 ◽  
pp. 109269
Author(s):  
Ivan Nourdin ◽  
Fei Pu
Keyword(s):  
2020 ◽  
Author(s):  
D Santana-Cedres ◽  
L Gomez ◽  
L Alvarez ◽  
Alejandro Frery

© 2004-2012 IEEE. In this letter, we propose a new despeckling filter for fully polarimetric synthetic aperture radar (PolSAR) images defined by 3× 3 complex Wishart distributions. We first generalize the well-known structure tensor to deal with PolSAR data which allows to efficiently measure the dominant direction and contrast of edges. The generalization includes stochastic distances defined in the space of the Wishart matrices. Then, we embed the formulation into an anisotropic diffusion-like schema to build a filter able to reduce speckle and preserve edges. We evaluate its performance through an innovative experimental setup that also includes Monte Carlo analysis. We compare the results with a state-of-the-art polarimetric filter.


Author(s):  
Agnieszka Piliszek

We find the asymptotic spectral distribution of random Kummer matrix. Then we formulate and prove a free analogue of HV independence property, which is known for classical Kummer and Gamma random variables and for Kummer and Wishart matrices. We also prove a related characterization of free-Kummer and free-Poisson (Marchenko–Pastur) non-commutative random variables.


2008 ◽  
Vol 36 (6) ◽  
pp. 2850-2885 ◽  
Author(s):  
N. Raj Rao ◽  
James A. Mingo ◽  
Roland Speicher ◽  
Alan Edelman
Keyword(s):  

2008 ◽  
Vol 36 (5) ◽  
pp. 2261-2283 ◽  
Author(s):  
Mathias Drton ◽  
Hélène Massam ◽  
Ingram Olkin
Keyword(s):  

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