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Generalization ability is an important issue in gender classification. In this paper a gender classifier based on Fuzzy SVM (FSVM) is developed to improve the generalization ability. The fuzzy membership used in FSVM indicates the relativity of one personpsilas face with female/male faces set. This paper proposes a novel method of generating fuzzy membership function automatically based on Learning...
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