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Method and system for indexing and searching high-dimensional data using signature file

机译:使用签名文件索引和搜索高维数据的方法和系统

摘要

Provided are a content-based searching method and system for multimedia objects using a high-dimensional feature vector data based on a 2-level signature. The method for searching the high-dimensional data using a signature file includes calculating a first-level query signature and a second-level query signature by using the query feature vector, performing a first filtering operation to obtain a primary candidate cell group by searching a second-level signature file, and performing a secondary filtering operation to obtain a secondary candidate cell group having a high similarity in a primary candidate cell group. Accordingly, the high-dimensional data searching method and system can process a query quickly and accurately and can increase the searching accuracy by using an enhanced signature of the query feature vector.
机译:提供了基于内容的基于2级签名的使用高维特征向量数据的多媒体对象的搜索方法和系统。使用签名文件搜索高维数据的方法包括:使用查询特征向量计算第一级查询签名和第二级查询签名;执行第一过滤操作,通过搜索第一级查询签名获得主候选小区组。第二级签名文件,执行二次过滤操作,得到主候选小区组中相似度高的辅候选小区组。因此,高维数据搜索方法和系统可以快速且准确地处理查询,并且可以通过使用查询特征向量的增强签名来提高搜索精度。

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