基于内容检索中算法的层次化体系组织
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国家863高技术研究计划资助项目(2003AA134016)


Hierarchical Architecture of Algorithms in Content-based Retrieval
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    摘要:

    基于内容的检索中,检索算法的常规实现是面向单个特征完成特征提取和相似性匹配,再对单特征检索结果加权完成多特征检索,这种方法计算量大,缺乏灵活性。针对于此,提出了一种检索算法的层次化组织体系,能够灵活组织面向不同特征的检索算法,通过传输因子、优先级因子和复杂度因子的赋值,获得逐步精确的检索结果。实验证明,在查全率和查准率基本一致的前提下,与常规检索体系相比,新检索体系能够减少近40%的检索时间。

    Abstract:

    In the content-based retrieval, the conventional approach to the retrieval algorithms is to conduct the feature extraction and similarity match on the basis of single feature and then to conduct multi-feature extraction under the condition of weighting the result of single feature extraction. Such an approach incurs large amount of calculation and lacks flexibility. Therefore, a new architecture to organize different retrieval algorithms in content-based retrieval is proposed. It appears as a hierarchical architecture, which is able to acquire a gradually accurate result. The transfer factor, priority factor and complexity factor are defined in this architecture, which can help to combine different feature-oriented retrieval algorithms flexibly. Experiment shows that this architecture improves the retrieval efficiency, resulting in a reduction of 40% of the retrieval time.

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唐波,刘雨,孙茂印,等.基于内容检索中算法的层次化体系组织[J].国防科技大学学报,2006,28(6):86-89.
TANG Bo, LIU Yu, SUN Maoyin, et al. Hierarchical Architecture of Algorithms in Content-based Retrieval[J]. Journal of National University of Defense Technology,2006,28(6):86-89.

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  • 收稿日期:2006-08-25
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  • 在线发布日期: 2013-03-14
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