A Content-based Image Retrieval System Based on Hadoop and Lucene

被引：4
|
作者：
Gu, Chunhao [1 ]
Gao, Yang [2 ]
机构：
[1] Oracle China Software Syst Co Ltd, Suzhou Branch Off, Suzhou, Peoples R China
[2] Nanjing Univ, Dept Comp Sci & Technol, Nanjing, Peoples R China
来源：
SECOND INTERNATIONAL CONFERENCE ON CLOUD AND GREEN COMPUTING / SECOND INTERNATIONAL CONFERENCE ON SOCIAL COMPUTING AND ITS APPLICATIONS (CGC/SCA 2012) | 2012年
关键词：
CBIR; Hadoop; HBase; Lucene;
D O I：
10.1109/CGC.2012.33
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper introduces a content-based image retrieval (CBIR) system based on Hadoop and Lucene. Hadoop is a kind of open source software with powerful parallelization and scalability and gradually becomes a popular technique for processing and storage of big data in recent years. We design and implement the system to overcome performance bottlenecks brought by computing complexity and big amount of data when constructing a CBIR system. We will present our ideas, designs and fruits of the system in this paper.
引用
收藏
页码：684 / 687
页数：4
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