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Scattering coefficients of inhomogeneous objects and their application in target classification in wave imaging.

Authors :
BALDASSARI, LORENZO
Source :
European Journal of Applied Mathematics. Aug2020, Vol. 31 Issue 4, p553-573. 21p.
Publication Year :
2020

Abstract

The aim of this paper is to provide and numerically test in the presence of measurement noise a procedure for target classification in wave imaging based on comparing frequency-dependent distribution descriptors with precomputed ones in a dictionary of learned distributions. Distribution descriptors for inhomogeneous objects are obtained from the scattering coefficients. First, we extract the scattering coefficients of the (inhomogeneous) target from the perturbation of the reflected waves. Then, for a collection of inhomogeneous targets, we build a frequency-dependent dictionary of distribution descriptors and use a matching algorithm in order to identify a target from the dictionary up to some translation, rotation and scaling. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09567925
Volume :
31
Issue :
4
Database :
Academic Search Index
Journal :
European Journal of Applied Mathematics
Publication Type :
Academic Journal
Accession number :
146083618
Full Text :
https://doi.org/10.1017/S0956792519000160