Present Development and Prospect of Cross-Media Retrieval

被引:0
作者
Yin Zhenzhen [1 ]
Wang Feng [1 ]
Li Bin [2 ]
Zhang Lianjie [2 ]
机构
[1] Henan Univ Technol, Zhengzhou 450001, Peoples R China
[2] Informat Technol Univ, Zhengzhou 450002, Peoples R China
来源
2012 THIRD INTERNATIONAL CONFERENCE ON THEORETICAL AND MATHEMATICAL FOUNDATIONS OF COMPUTER SCIENCE (ICTMF 2012) | 2013年 / 38卷
关键词
Cross-media retrieval; Semantic understanding; Multimedia correlation;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cross-media retrieval is a new type of multimedia retrieval in which the media types of query examples and the returned results can be different. It complements the currently popular retrieval method which can be referred as single-media retrieval. And it is becoming an emerging research topic. Recently, the multimedia resources on the Web have become richer, and the related machine learning methods have been constantly improved. All these factors contribute to the development of cross-media retrieval. In this paper, we review the advanced methods and achievements in the area of cross-media retrieval and explore the future research direction of cross-media retrieval according to the current technologies and applications.
引用
收藏
页码:889 / 894
页数:6
相关论文
共 16 条
[1]  
[Anonymous], 2010, P 18 ACM INT C MULT
[2]  
[Anonymous], 2003, P NEUR INF PROC SYST
[3]   Features for image retrieval: an experimental comparison [J].
Deselaers, Thomas ;
Keysers, Daniel ;
Ney, Hermann .
INFORMATION RETRIEVAL, 2008, 11 (02) :77-107
[4]  
Fei-Fei L, 2005, PROC CVPR IEEE, P524
[5]   Canonical correlation analysis: An overview with application to learning methods [J].
Hardoon, DR ;
Szedmak, S ;
Shawe-Taylor, J .
NEURAL COMPUTATION, 2004, 16 (12) :2639-2664
[6]  
Jing Liu, 2010, International Journal of Multimedia Intelligence and Security, V1, P33, DOI 10.1504/IJMIS.2010.035970
[7]  
Jonathan T, 1997, P SOC PHOTO-OPT INS, V3229, p138~147
[8]   TERM-WEIGHTING APPROACHES IN AUTOMATIC TEXT RETRIEVAL [J].
SALTON, G ;
BUCKLEY, C .
INFORMATION PROCESSING & MANAGEMENT, 1988, 24 (05) :513-523
[9]  
Wu Fei, 2010, Journal of Computer Aided Design & Computer Graphics, V22, P1
[10]   Harmonizing hierarchical manifolds for multimedia document semantics understanding and cross-media retrieval [J].
Yang, Yi ;
Zhuang, Yue-Ting ;
Wu, Fei ;
Pan, Yun-He .
IEEE TRANSACTIONS ON MULTIMEDIA, 2008, 10 (03) :437-446