| 多特征融合中自动调整权值的图像检索方法 |
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| 引用本文： | 郭晓娟,李长江,梁玉琪.多特征融合中自动调整权值的图像检索方法[J].河南职业技术师范学院学报,2011(4):67-72. |
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| 作者姓名： | 郭晓娟 李长江 梁玉琪 |
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| 作者单位： | 河南科技学院,河南新乡453003 |
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| 基金项目： | 河南省教育厅“十一五”发展规划课题（2008-jkghagh-286） |
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| 摘 要： | 根据加权多特征图像检索方法存在的不足之处,结合相关反馈技术中的权系数调整方法,给出一种根据用户反馈信息动态地调整多特征权值的检索方法,即动态地调整颜色、纹理和形状的权值以及其对应的各特征分量的权值,如颜色矩的9个分量等.实验证明此方法是有效的,提高了图像检索的有效性,减轻了用户设置权值的负担.
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| 关 键 词： | 图像检索 特征提取 相似性度量 归一化 相关反馈 |
Image retrieval method of adjusting automatic the weight of multi-features |
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| Guo Xiaojuan,Li Changjiang,Liang Yuqi.Image retrieval method of adjusting automatic the weight of multi-features[J].Journal of Henan Vocation-Technical Teachers College,2011(4):67-72. |
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| Authors: | Guo Xiaojuan Li Changjiang Liang Yuqi |
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| Institution: | (Henan Institute of Science and Technology,Xinxiang 453003,China) |
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| Abstract: | According to the drawback of weighted multi-features image retrieval,with the method of feedback technology,a new method is proposed,namely utilizing the feedback information from user to automatically adjust the weight of the multi-features image retrieval.Experiments show that the method is effective,it not only improves the validity of image retrieval but also lightens the burden of users who need set the parameters of weight. |
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| Keywords: | image retrieval features extraction similarity metric normalization relevance feedback |
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