Title :
Full exploitation of wavelet coefficients in radar imaging for improving the detection of a class of sources in the context of real data
Author :
Tria, M. ; Ovarlez, J.P. ; Vignaud, L. ; Castelli, J.C. ; Benidir, M.
Author_Institution :
LIS, ENSIEG, St. Martin d´Hères, France
Abstract :
As a time-frequency tool, the Continuous Wavelet Transform (CWT) was applied in radar imaging to reveal that the reflectors´ response varies as a function of frequency f and aspect angle q (orientation of the wave vector). To do so, we constructed a hyperimage expressed as the squared modulus of the wavelet coefficients, allowing to access to the energy distribution of each reflector, in the f - θ plane. Exploiting the hyperimage, our recent researches were devoted to the classification of the reflectors in function of theirs energy distributions with the objective of discriminating a type of target in the radar image. Althought acceptable results were obtained, the method is not reliable in some cases. The purpose of this paper is to show that exploiting not only the modulus but also the argument of the wavelet coefficients, can improve the detection of a certain class of reflectors. Results are presented at the end this article.
Keywords :
radar detection; radar imaging; wavelet transforms; CWT; continuous wavelet transform; hyperimage; radar imaging; reflector energy distribution; squared modulus; wavelet coefficients; Abstracts; Continuous wavelet transforms; Correlation; Imaging; Noise; Radar imaging; Continuous Wavelet Transform; Detection; Nonstationary Signal; Radar Imaging; Source Classification; Target Extraction; Time-Frequency Analysis;
Conference_Titel :
Signal Processing Conference, 2006 14th European
Conference_Location :
Florence