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
相关论文
共 50 条
  • [41] Content-based image and video retrieval
    Vasconcelos, N
    SIGNAL PROCESSING, 2005, 85 (02) : 231 - 232
  • [42] A new content-based image retrieval
    Zhang, Zhen-Hua
    Quan, Yong
    Li, Wen-Hui
    Guo, Wu
    PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2006, : 4013 - +
  • [43] Content-Based Image Retrieval Research
    Duan, Guoyong
    Yang, Jing
    Yang, Yilong
    2011 INTERNATIONAL CONFERENCE ON PHYSICS SCIENCE AND TECHNOLOGY (ICPST), 2011, 22 : 471 - 477
  • [44] Faceted content-based image retrieval
    Amato, Giuseppe
    Meghini, Carlo
    DEXA 2008: 19TH INTERNATIONAL CONFERENCE ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2008, : 402 - 406
  • [45] Content-based image retrieval with WISFC
    Zhang, H. (guwenjiao1989@126.com), 1600, Binary Information Press (10):
  • [46] Prefetching for content-based image retrieval
    Yoon, J
    Jayant, N
    IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I AND II, PROCEEDINGS, 2002, : A413 - A416
  • [47] Content-based ultrasound image retrieval
    Kwak, DM
    Kim, BS
    Park, CH
    Kim, SJ
    Kim, YM
    Park, KH
    METMBS'01: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON MATHEMATICS AND ENGINEERING TECHNIQUES IN MEDICINE AND BIOLOGICAL SCIENCES, 2001, : 512 - 517
  • [48] Content-based image retrieval - A survey
    Choras, Ryszard S.
    BIOMETRICS, COMPUTER SECURITY SYSTEMS AND ARTIFICIAL INTELLIGENCE APPLICATIONS, 2006, : 31 - 44
  • [49] Content-Based Histopathological Image Retrieval
    Nunez-Fernandez, Camilo
    Farias, Humberto
    Solar, Mauricio
    SENSORS, 2025, 25 (05)
  • [50] Study on Content-Based of Image Retrieval
    Zhang, Chi
    Huang, Lei
    LISS 2013, 2015, : 591 - 594
12345