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author:

徐倩 (徐倩.) [1] | 何建农 (何建农.) [2]

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CQVIP PKU CSCD

Abstract:

在核函数的基础上采用向量扩展的方法改进传统的LMBP算法,将输入向量由低维转换到高维,充分利用误差函数的一二阶导数信息,同时结合传统LMBP算法的优点提高网络训练的收敛速度。仿真实验结果表明,改进方法网络训练的迭代次数更少,分类精度更高,对遥感图像分类更有效。

Keyword:

LMBP算法 核函数 遥感图像分类

Community:

  • [ 1 ] 福州大学数学与计算机科学学院,福州350002

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Source :

中国图象图形学报

ISSN: 1006-8961

Year: 2011

Issue: 12

Volume: 16

Page: 2206-2210

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count: -1

30 Days PV: 0

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