Reliable micro-Doppler signature classification requires the use of robust features describing uniquely the micromotion. Moreover, future applications of micro-Doppler classification will require meaningful representation of the observed target by using a limited set of values. In this paper the application of the pseudo-Zernike moments for micro-Doppler classification is introduced demonstrating the effectiveness of the proposed approach by classifying real data. The use of pseudo-Zernike moments allows invariant features to be obtained that are able to discriminate the content of two-dimensional matrices with a small number of coefficients. © 2014 IEEE.

Pallotta, L., Clemente, C., De Maio, A., Soraghan, J.J., Farina, A. (2014). Pseudo-Zernike moments based radar micro-Doppler classification. In IEEE National Radar Conference - Proceedings (pp.850-854). Institute of Electrical and Electronics Engineers Inc. [10.1109/RADAR.2014.6875709].

Pseudo-Zernike moments based radar micro-Doppler classification

Pallotta L.;
2014-01-01

Abstract

Reliable micro-Doppler signature classification requires the use of robust features describing uniquely the micromotion. Moreover, future applications of micro-Doppler classification will require meaningful representation of the observed target by using a limited set of values. In this paper the application of the pseudo-Zernike moments for micro-Doppler classification is introduced demonstrating the effectiveness of the proposed approach by classifying real data. The use of pseudo-Zernike moments allows invariant features to be obtained that are able to discriminate the content of two-dimensional matrices with a small number of coefficients. © 2014 IEEE.
2014
978-1-4799-2035-8
Pallotta, L., Clemente, C., De Maio, A., Soraghan, J.J., Farina, A. (2014). Pseudo-Zernike moments based radar micro-Doppler classification. In IEEE National Radar Conference - Proceedings (pp.850-854). Institute of Electrical and Electronics Engineers Inc. [10.1109/RADAR.2014.6875709].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11590/356084
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