Fast Matrix Based Computation of Eigenvalues in PolSAR Data |
Allan Aasbjerg Nielsen
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| Abstract | We describe calculation of eigenvalues of 2x2 and 3x3 Hermitian matrices as used in the analysis of multilook polarimetric SAR data. The eigenvalues are calculated as the roots of quadratic or cubic equations. The methods are well suited for fast matrix oriented computer implementation and the speed-up over calculations based on for-loops and built-in eigenproblem solvers is enormous. |
| Type | Conference paper [With referee] |
| Conference | Accepted for IEEE IGARSS |
| Year | 2020 Month July |
| Note | Matlab code in http://www2.imm.dtu.dk/pubdb/p.php?7151 |
| Electronic version(s) | [pdf] |
| BibTeX data | [bibtex] |
| IMM Group(s) | Image Analysis & Computer Graphics |