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一种协同模式识别不变性算法*

, PP. 462-468

Keywords: 协同模式识别,不变性,动力学方程

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Abstract:

提出一种协同模式识别的不变性算法.利用协同模式识别的有势动力学理论,求取测试样本的仿射变换参数.通过原型模式对测试样本的自适应或原型模式对测试样本的同化,由序参量动力学演化过程得到正确的识别模式.此算法避免利用傅立叶等方法进行变换域的处理,而且更符合人的认知过程.仿真实验验证了算法的有效性和鲁棒性.

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