蔡永香, 郭庆胜. 基于Kohonen网络的点群综合研究[J]. 武汉大学学报 ( 信息科学版), 2007, 32(7): 626-629.
引用本文: 蔡永香, 郭庆胜. 基于Kohonen网络的点群综合研究[J]. 武汉大学学报 ( 信息科学版), 2007, 32(7): 626-629.
CAI Yongxiang, GUO Qingsheng. Points Group Generalization Based on Konhonen Net[J]. Geomatics and Information Science of Wuhan University, 2007, 32(7): 626-629.
Citation: CAI Yongxiang, GUO Qingsheng. Points Group Generalization Based on Konhonen Net[J]. Geomatics and Information Science of Wuhan University, 2007, 32(7): 626-629.

基于Kohonen网络的点群综合研究

Points Group Generalization Based on Konhonen Net

  • 摘要: 基于Kohonen网络模型,对标准的SOM(self-organizing feature map)算法进行了改进,在保持点群原有空间分布特征的情况下研究点群的选取和典型化。实践表明,该方法适合任意空间分布类型的点群综合。

     

    Abstract: Selection and typification of points group is discussed based on Kohonen net modal,standard SOM algorithm is improved so as to preserve the spatial distribution properties of original points group.Examples illustrate that this method can be used to generalization of points group with any spatial distribution.

     

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