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《Journal of Naval University of Engineering》 2010-01
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A new method of recognizing ship target using range profiles

LIU Jiang-bo,XI Ze-min,LU jian-bin,Lü Jian-hui(College of Electronic Engineering,Naval Univ.of Engineering,Wuhan 430033,China)  
This paper presents a new method of ship recognition based on the Fourier-Mellin trans-form(FMT) and the binary tree support vector machine(SVM).The method makes full use of the FMT′s property of shift and scaling invariance and the SVM′s advantage in small-sample classification to improve the stability of target characteristic and raise the recognition performance.To solve the multi-class problems,the average class distance of clustering is used to construct binary tree.The method distributes classifiers to each node which constitutes multi-class SVM,so it can reduce the number of SVM classifiers and repetitive training samples.The experimental results on range profiles of four targets show that the method is feasible.
【Fund】: 国家部委基金资助项目(51303020402-02)
【CateGory Index】: TN957.51
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