多媒体数据库中基于内容的检索算法

V. Gudivada, Gwang S. Jung
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引用次数: 15

摘要

提出了一种线性时间算法SIM/sub /,用于处理多媒体数据库中的空间相似性查询。SIM/sub /计算数据库图像中对象之间的空间关系与查询中指定的空间关系符合的程度。SIM/sub /识别图像的平移、缩放和旋转变量,以及由平移、缩放和旋转变换的任意组合产生的变量。通过一个试验台图像采集,比较了SIM/sub /算法与两种已知算法的性能。这一比较表明,SIM/sub / vs/算法不仅效率更高,而且性能与其他算法一样好,甚至更好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An algorithm for content-based retrieval in multimedia databases
Proposes a linear-time algorithm, referred to as SIM/sub vs/, for processing spatial similarity queries in multimedia databases. SIM/sub vs/ computes the degree to which the spatial relationships among the objects in a database image conform to those specified in the query. SIM/sub vs/ recognizes translation, scale and rotation variants of an image, and variants generated by an arbitrary composition of translation, scale and rotation transformations. The performance of SIM/sub vs/ is compared with those of two previously-known algorithms using a testbed image collection. This comparison demonstrates that SIM/sub vs/ is not only more efficient but performs as well as or better than the other algorithms.
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