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显著区域检测的建筑物检索

A novel strategy for building retrieval based on saliency detection

  • 摘要: 建筑物特征的自动描述以及建筑物的检索在自动导航和自动定位系统中都有着非常重要的作用。传统的彩色直方图的描述和检索方法丢掉了建筑物重要的结构特征信息。为了充分利用这些结构信息,提出了一种显著区域检测的建筑物检索方法。首先利用尺度显著区域检测技术提取建筑物的结构特征信息,然后用一种改进的EMD(Earth Mover′s Distance)距离来衡量各个建筑物的结构信息之间的差异,最后进行检索。实验结果表明该方法是有效的。

     

    Abstract: Automatic description of cultural features of buildings and building retrieval is of great pratical interest for a number of applications such as automatic navigation and position system. Traditional methods ignore important structure information of buildings. In this paper we present a novel strategy to the problem of navigating through a database of buildings based on salience detection. With our proposed approach,the related structure information is first extracted using salience detection. And then we use a mo-dified EMD method to measure the distance of structure information we acquired for our final navigation. The experiment result indicates that our presented strategy is effective and efficient.

     

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