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  • 标题:Stream Processing To Solve Image Search by Similarity
  • 本地全文:下载
  • 作者:Jair Lobos ; Verónica Gil-Costa ; Nora Reyes
  • 期刊名称:Journal of Computer Science and Technology
  • 印刷版ISSN:1666-6046
  • 电子版ISSN:1666-6038
  • 出版年度:2015
  • 卷号:15
  • 期号:2
  • 出版社:Iberoamerican Science & Technology Education Consortium
  • 摘要:The classic use of Stream Processing platforms enablesworking with data in real time, which allows you togenerate data analysis quickly attending to a decisionmakingprocess. However, you can use these platformsfor other applications such as indexing and subsequentuse of similarity search objects in a database. The imagescan be displayed on a metric space, which has featuresthat allow rules to discard a not similar image quicklywithout making costly computations. This paper presentsthe use of a Stream Processing platform to index imagesgenerated by different users. For this, it is necessary torepresent these images by vectors containing differentMPGE-7 features. This paper shows a Stream Processingplatform using its processing elements (PEs) in parallel tospeed up the operations involved in the indexconstruction.
  • 关键词:Stream Processing; Metrics Spaces; MPEG-7;Sparse Spatial Selection
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