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- W2392347703 abstract "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." @default.
- W2392347703 created "2016-06-24" @default.
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- W2392347703 date "2010-01-01" @default.
- W2392347703 modified "2023-09-28" @default.
- W2392347703 title "A new method of recognizing ship target using range profiles" @default.
- W2392347703 hasPublicationYear "2010" @default.
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