| 纹理特征抽取和纹理识别的神经网络系统 |
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| 引用本文： | 王成道,陈瑶,毛建昌.纹理特征抽取和纹理识别的神经网络系统[J].上海师范大学学报(自然科学版),1991(2). |
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| 作者姓名： | 王成道 陈瑶 毛建昌 |
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| 作者单位： | 华东师范大学电子系，华东师范大学电子系，华东师范大学电子系 |
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| 基金项目： | 国家自然科学基金资助. |
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| 摘 要： | 本文提出一个纹理特征抽取和纹理识别的神经网络系统,它含有一基于纹理回归模型的特征抽取网络和一个纹理识别的多层神经网络,尤其是前者是一个能求解回归系数的,神经网络,不仅解决了纹理特征抽取问题,而且解决了一大类采用最小二乘估计的应用问题,因而具有一定通用性.
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| 关 键 词： | 纹理 神经网络 特征抽取 分类 识别 |
Neural Network System for Feature Extraction and Classification of Texture |
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| WANG CHENGDAO CHEN YAO MAO JIAN CHANG.Neural Network System for Feature Extraction and Classification of Texture[J].Journal of Shanghai Normal University(Natural Sciences),1991(2). |
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| Authors: | WANG CHENGDAO CHEN YAO MAO JIAN CHANG |
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| Institution: | Department of Electrohic Science Technology |
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| Abstract: | In this Paper,the neural network for feature extraction and classification of texture are psrposed.It is consisted of two part,namely,texture auto-regressive (CAR)model-based texture extraction and multi-layer network for texture class- ification.The former is used to solve coefficients of CAR and least square multip- lication problem. |
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| Keywords: | texture neural netork eatare extraction classification recognition |
| 本文献已被 CNKI 等数据库收录！ |
