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。
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.
出处
《计算机工程与应用》
CSCD
北大核心
2002年第8期61-62,65,共3页
Computer Engineering and Applications
基金
浙江省教育委员会科研项目(编号:20000017)
