| 基于灰度共生矩阵和Hu不变矩的东北虎纹理特征参数的探讨 |
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| 引用本文： | 徐秋景,戚大伟.基于灰度共生矩阵和Hu不变矩的东北虎纹理特征参数的探讨[J].森林工程,2008,24(6):21-24. |
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| 作者姓名： | 徐秋景 戚大伟 |
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| 作者单位： | 东北林业大学,哈尔滨,150040 |
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| 摘 要： | 在探讨东北虎个体识别的参数时,本文把灰度共生矩阵的7个特征参数和Hu不变矩抽象的10个形状特征公式相结合,根据相关系数分析选择其中的7个特征参数,最后利用BP神经网络进行分类识别,证明按照上述规则生成的7个特征参数有效,可以用于东北虎的个体识别。
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| 关 键 词： | 东北虎纹理 灰度共生矩阵 Hu不变矩 BP神经网络 |
Discussion on the Texture Feature Parameters of Panthera tigris altaica Based on Grey Level Co-occurrence Matrix and Hu Invariant Moments |
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| Xu Qiujing,Qi Dawei.Discussion on the Texture Feature Parameters of Panthera tigris altaica Based on Grey Level Co-occurrence Matrix and Hu Invariant Moments[J].Forest Engineering,2008,24(6):21-24. |
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| Authors: | Xu Qiujing Qi Dawei |
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| Institution: | (Northeast Forestry University, Harbin 150040) |
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| Abstract: | Seven feature parameters of grey level co-occurrence matrix(GLCM) and ten shape feature formulae of Hu invariant moments were combined when discussing the parameters of Panthera tigris altaica individual recognition.According to correlation analysis,seven feature parameters were selected,which were then proved to be effective referring to the regulations above by using BP neural network to classify and recognize.So they were feasible to recognize the Panthera tigris altaica individual. |
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| Keywords: | Panthera tigris altaica texture grey level co-occurrence matrix Hu invariant moments BP neural network |
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