Application potential of multimedia information retrieval

被引:13
作者
Kankanhalli, Mohan S. [1 ]
Rui, Yong [2 ]
机构
[1] Natl Univ Singapore, Sch Comp, Singapore 117590, Singapore
[2] Microsoft China R&D Grp, Beijing 100080, Peoples R China
关键词
applications; consumer electronics; information retrieval; multimedia systems; security;
D O I
10.1109/JPROC.2008.916383
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper will first briefly survey the existing impact of multimedia information retrieval (MIR) in applications. it will then analyze the current trends of MIR research which can have an influence on future applications. it will then detail the future possibilities and bottlenecks in applying the MIR research results in the main target application areas, such as the consumer (e.g., personal video recorders, web information retrieval), public safety (e.g., automated smart surveillance systems), and professional world (e.g., automated meeting capture and summarization). in particular, recommendations will be made to the research community regarding the challenges that need to be met to make the knowledge transfer towards the applications more efficient and effective. it will also attempt to study the trends in the applications which can inform the MIR community on directing intellectual resources towards MIR problems which can have a maximal real-world impact.
引用
收藏
页码:712 / 720
页数:9
相关论文
共 60 条
[1]  
AMORES J, MED IMAGE RETRIEVAL
[2]  
[Anonymous], 2005, P 3 ACM INT WORKSH V, DOI DOI 10.1145/1099396.1099415
[3]  
[Anonymous], 2005, P IEEE INT C MULT EX
[4]   Information assimilation framework for event detection in multimedia surveillance systems [J].
Atrey, Pradeep Kumar ;
Kankanhalli, Mohan S. ;
Jain, Ramesh .
MULTIMEDIA SYSTEMS, 2006, 12 (03) :239-253
[5]   Event based indexing of broadcasted sports video by intermodal collaboration [J].
Babaguchi, N ;
Kawai, Y ;
Kitahashi, T .
IEEE TRANSACTIONS ON MULTIMEDIA, 2002, 4 (01) :68-75
[6]  
Battelle J., 2005, The Search: How Google and Its Rivals Rewrote the Rules of Business and Transformed Our Culture
[7]  
CALDERARA S, 2006, P ACM INT WORKSH VID
[8]  
CHANG E, 2003, P ACM INT WORKSH VID
[9]  
CHANG SK, 1985, P IEEE, V73, P754, DOI 10.1109/PROC.1985.13198
[10]   Real-time speaker tracking using particle filter sensor fusion [J].
Chen, YQ ;
Rui, Y .
PROCEEDINGS OF THE IEEE, 2004, 92 (03) :485-494