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author:

陈伟斌 (陈伟斌.) [1]

Abstract:

本文在认真研究分析鸟类图像基础上,有效提取了鸟类图像的分类特征,并提出一种带先验信息的SVM决策树解决方案,该方案充分发挥了SVM和决策树的优点,简化了分类器的设计;并利用先验信息分类器分类效率高的优点,在一定程度上弥补了决策树错误累积的缺陷。实验表明,提取的特征简单有效,分类方案合理,获得了较好的分类识别率,实现了对闽江口15种鸟类的有效分类。

Keyword:

SVM 先验信息 决策树 特征提取 鸟类图像

Community:

  • [ 1 ] 福州大学数学与计算机科学学院

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Source :

河南城建学院学报

Year: 2009

Issue: 06

Volume: 18

Page: 45-48

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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