| 基于EBP-OP算法与纹理特征的图像检索 |
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| 引用本文： | 金炜,俞建定. 基于EBP-OP算法与纹理特征的图像检索[J]. 计算机工程与应用, 2002, 38(8): 61-62,65 |
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| 作者姓名： | 金炜 俞建定 |
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| 作者单位： | 宁波大学信息科学与工程学院,宁波,315211,E-mail:jwxy1969@mail.nbptt.zj.cn |
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| 基金项目： | 浙江省教育委员会科研项目(编号:20000017) |
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| 摘 要： | 基于纹理特征的图像检索在多媒体数据库管理和多媒体通信传输中得到越来越多的重视。文章提出了一种基于图像纹理特征与多层前馈神经网络EBP-OP算法的图像检索方法。首先运用灰度共生矩阵提取图像的纹理特征,然后用EBP-OP算法对提取的纹理特征进行分类,并在此基础上实现一组纹理图像的检索,实验证明这种方法是有效的。
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| 关 键 词： | 纹理特征 灰度共生矩阵 EBP-OP神经网络 图像检索 |
| 文章编号： | 1002-8331-(2002)08-0061-02 |
Image Retrieval Based on Texture Features and EBP-OP Algorithm |
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| Jin Wei Yu Jianding. Image Retrieval Based on Texture Features and EBP-OP Algorithm[J]. Computer Engineering and Applications, 2002, 38(8): 61-62,65 |
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| Authors: | Jin Wei Yu Jianding |
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| Abstract: | Texture-based image retrieval has got more and more attention in multimedia database management and date transmission.A kind of image retrieval method is proposed in this paper which based on texture features and EBP-OP algorithm for multilayered neural networks.First selects texture features based on the gray level co-occurrence Matrix and then EBP-OP neural network is used as a classifier.The experimental results show that this method is very effec-tive. |
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| Keywords: | texture features gray level co-occurrence Matrix EBP-OP neural network image retrieval |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
