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195
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MM
2004
ACM
170views Multimedia» more  MM 2004»
16 years 5 days ago
Effective automatic image annotation via a coherent language model and active learning
Image annotations allow users to access a large image database with textual queries. There have been several studies on automatic image annotation utilizing machine learning techn...
Rong Jin, Joyce Y. Chai, Luo Si
ICMCS
1999
IEEE
150views Multimedia» more  ICMCS 1999»
15 years 11 months ago
DIVeR: A Dynamic Interactive Video Retrieval Protocol for Disk Array Based Servers
Video-on-demand (VOD) is a very promising multimedia application of the near future. In order for such a service to be commercially viable, efficient storage and retrieval schemes...
Senthil Sengodan, Victor O. K. Li
ER
2006
Springer
112views Database» more  ER 2006»
15 years 10 months ago
An Architecture for Emergent Semantics
Emergent Semantics is a new paradigm for inferring semantic meaning from implicit feedback by a sufficiently large number of users of an object retrieval system. In this paper, we ...
Sven Herschel, Ralf Heese, Jens Bleiholder
CHI
1997
ACM
15 years 11 months ago
Artificial Intelligence Techniques in the Interface to a Digital Video Library
For the huge amounts of audio and video material that could usefully be included in digital libraries, the cost of producing human-generated annotations and meta-data is prohibiti...
Alexander G. Hauptmann, Michael J. Witbrock, Micha...
ECCV
2008
Springer
16 years 8 months ago
Output Regularized Metric Learning with Side Information
Distance metric learning has been widely investigated in machine learning and information retrieval. In this paper, we study a particular content-based image retrieval application ...
Wei Liu, Steven C. H. Hoi, Jianzhuang Liu