Hierarchical Architecture of Algorithms in Content-based Retrieval
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    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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TANG Bo, LIU Yu, SUN Maoyin, TANG Xiaoan. 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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  • Received:August 25,2006
  • Revised:
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  • Online: March 14,2013
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