A Novel Emergency Cross-Media Information Retrieval Model

被引:0
|
作者
Zi, Lingling [1 ,2 ]
Du, Junping [1 ]
Wang, Qian [1 ]
Lee, Jangmyung [3 ]
机构
[1] Beijing Univ Posts & Telecommun, Beijing Key Lab Intelligent Telecommun Software &, Sch Comp Sci, Beijing 100876, Peoples R China
[2] Liaoning Tech Univ, Sch Elect & Informat Engn, Huludao 125105, Peoples R China
[3] Pusan Natl Univ, Dept Elect Engn, Busan 609735, South Korea
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Emergency information; Cross-media; Information retrieval; Ontology; Query expansion;
D O I
10.1007/978-3-642-38466-0_43
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Existing information retrieval approaches provide only limited capabilities to capture the query requirements. However, a complete understanding of search requirements is essential for improving the effectiveness of retrieval in the emergency management field. To achieve this goal, we proposed a novel emergency cross-media information retrieval model, which includes four parts: information collection, information indexing, information retrieval and intelligent mobile terminal. The proposed model has two advantages. One is to use ontology technique to identify appropriate semantic information according to query words. The other is to use image semantic analysis based on SIFT to achieve the task of emergency image retrieval. Conducted experiments show that our model obtained encouraging performance results.
引用
收藏
页码:387 / 394
页数:8
相关论文
共 50 条
  • [21] Cross-media retrieval: Concepts, advances and challenges
    Zhuang, Yueting
    Wu, Fei
    Zhang, Hong
    Yang, Yi
    [J]. PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE: 50 YEARS' ACHIEVEMENTS, FUTURE DIRECTIONS AND SOCIAL IMPACTS, 2006, : 377 - 380
  • [22] Cross-media retrieval: Concepts, advances and challenges
    Zhuang, Yueting
    Wu, Fei
    Zhang, Hong
    Yang, Yi
    [J]. PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE: 50 YEARS' ACHIEVEMENTS, FUTURE DIRECTIONS AND SOCIAL IMPACTS, 2006, : 847 - 850
  • [23] CROSS-MEDIA RETRIEVAL WITH SEMANTICS CLUSTERING AND ENHANCEMENT
    Zhan, Minfeng
    Li, Liang
    Huang, Qingming
    Liu, Yugui
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), 2017, : 1398 - 1403
  • [24] Modality-Dependent Cross-Media Retrieval
    Wei, Yunchao
    Zhao, Yao
    Zhu, Zhenfeng
    Wei, Shikui
    Xiao, Yanhui
    Feng, Jiashi
    Yan, Shuicheng
    [J]. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2016, 7 (04)
  • [25] Towards Private and Scalable Cross-Media Retrieval
    Hu, Shengshan
    Zhang, Leo Yu
    Wang, Qian
    Qin, Zhan
    Wang, Cong
    [J]. IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2021, 18 (03) : 1354 - 1368
  • [26] Image Retrieval by Cross-Media Relevance Fusion
    Dong, Jianfeng
    Li, Xirong
    Liao, Shuai
    Xu, Jieping
    Xu, Duanqing
    Du, Xiaoyong
    [J]. MM'15: PROCEEDINGS OF THE 2015 ACM MULTIMEDIA CONFERENCE, 2015, : 173 - 176
  • [27] Present Development and Prospect of Cross-Media Retrieval
    Yin Zhenzhen
    Wang Feng
    Li Bin
    Zhang Lianjie
    [J]. 2012 THIRD INTERNATIONAL CONFERENCE ON THEORETICAL AND MATHEMATICAL FOUNDATIONS OF COMPUTER SCIENCE (ICTMF 2012), 2013, 38 : 889 - 894
  • [28] Discovering Semantic Vocabularies for Cross-Media Retrieval
    Habibian, Amirhossein
    Mensink, Thomas
    Snoek, Cees G. M.
    [J]. ICMR'15: PROCEEDINGS OF THE 2015 ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL, 2015, : 131 - 138
  • [29] CROSS-MODALITY CORRELATION PROPAGATION FOR CROSS-MEDIA RETRIEVAL
    Zhai, Xiaohua
    Peng, Yuxin
    Xiao, Jianguo
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2012, : 2337 - 2340
  • [30] Toward cross-language and cross-media image retrieval
    Alvarez, C
    Oumohmed, AI
    Mignotte, M
    Nie, JY
    [J]. MULTILINGUAL INFORMATION ACCESS FOR TEXT, SPEECH AND IMAGES, 2005, 3491 : 676 - 687