A FRAMEWORK OF CONTENT-BASED WEB IMAGE SEARCH ENGINE USING MAPREDUCE

被引:0
作者
Li Junyi [1 ]
Li Jianhua [1 ]
Li Xiang [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai 200240, Peoples R China
来源
2011 INTERNATIONAL CONFERENCE ON INSTRUMENTATION, MEASUREMENT, CIRCUITS AND SYSTEMS (ICIMCS 2011), VOL 2: FUTURE COMMUNICATION AND NETWORKING | 2011年
关键词
content based image retrieval; cloud computing; Hadoop; Image-R3; search engine system; RETRIEVAL; COLOR;
D O I
暂无
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Image-R3 is an enabled content based image retrieval system. It also can be used to web based large-scale image search by integrating with Google Hadoop project. With the development and popularization of cloud computing, more and more researchers from different research areas do research with the help of cloud computing. Nowadays content-based image retrieval as one of the challenging and emerging technologies is high computation task because of the algorithm computation complexity and web based large-scale data from internet. As based on Hadoop infrastructure, IMAGE-R3 is easy to extent and flexible for deployment. As an open source project, Image-R3 can be improved on demand and integrated to other existing systems. In this paper global descriptors from MPEG7, local descriptor SIFT and Compact Composite Descriptors are used for image retrieval from the Wang data collection for our Image-R3 search engine system evaluation.
引用
收藏
页码:311 / 314
页数:4
相关论文
共 17 条
[1]  
Abouzeid A, 2009, VLDB 09 AUG 24 28
[2]   Gathering clouds and a sequencing storm [J].
不详 .
NATURE BIOTECHNOLOGY, 2010, 28 (01) :1-1
[3]  
[Anonymous], 2008, P 16 INT C MULTIMEDI, DOI DOI 10.1145/1459359.1459577
[4]  
[Anonymous], 19 ACM S OP SYST PRI
[5]   Overview of the MPEG-7 standard [J].
Chang, SF ;
Sikora, T ;
Puri, A .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2001, 11 (06) :688-695
[6]  
Chatzichristofis S. A., WIAMIS 2008, P191
[7]  
Chatzichristofis SA, 2008, LECT NOTES COMPUT SC, V5008, P312
[8]  
Chu C-T., NIPS2006, P281
[9]   Image retrieval: Ideas, influences, and trends of the new age [J].
Datta, Ritendra ;
Joshi, Dhiraj ;
Li, Jia ;
Wang, James Z. .
ACM COMPUTING SURVEYS, 2008, 40 (02)
[10]  
Dean J., 2004, 6 S OP SYST DES IMPL