| 基于模糊积分的神经网络离线签名识别 |
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| 引用本文： | 蒋佳志,姚凯学.基于模糊积分的神经网络离线签名识别[J].贵州师范大学学报(自然科学版),2008,26(3). |
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| 作者姓名： | 蒋佳志 姚凯学 |
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| 作者单位： | 贵州大学,计算机科学与技术学院,贵州,贵阳,550025 |
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| 摘 要： | 提出一种基于模糊积分融合方式的多神经网络离线签名识别方法。首先对签名图像进行一系列预处理,提取不同类型的特征,然后使用神经网络进行初分类,再用模糊积分进行融合。实验表明,该识别方法能够比单个神经网络有更好的签名识别效果。
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| 关 键 词： | 神经网络 模糊积分 签名识别 |
Off-line signature recognition of neural network basd on fuzzy integral |
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| JIANG Jia-zhi,YAO Kai-xue.Off-line signature recognition of neural network basd on fuzzy integral[J].Journal of Guizhou Normal University(Natural Sciences),2008,26(3). |
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| Authors: | JIANG Jia-zhi YAO Kai-xue |
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| Abstract: | In this paper,an effective method based on multiple neural networks fused by fuzzy integral is presented.Firstly,a set of preprocessing is used in signature images and several different features are extracted.Secondly,these features are applied to classify elementary recognition.Finally,the results of elemtary recognition are fused by fuzzy integral.The experiment results show that the method of signature recognition is more effective than single neural network. |
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| Keywords: | neural network fuzzy integral signature recognition |
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