M. R. Naphade, T. Kristjansson, B. Frey, T. S. Huang  Home/Search
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Abstract: This paper proposes a novel scheme for bridging the gap between low level media features and high level semantics using a probabilistic framework. We propose a framework, in which scenes can be indexed at a semantic level. The fundamental components of the framework are sites, objects and events. Detection of presence of an instance of one of these influences the probability of the presence of instances within other classes. Detection of instances is done using probabilistic multimedia objects: ... (Update)
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BibTeX entry: (Update)
M.R. Naphade et al., "Probabilistic multimedia objects (multijects): A novel approach to video indexing and retrieval in multimedia systems", in Proc. of ICIP'98, 1998, vol. 3, pp. 536--540. http://citeseer.ist.psu.edu/article/naphade98probabilistic.html More
@misc{ naphade98probabilistic,
author = "M. Naphade",
title = "Probabilistic multimedia objects (multijects): A novel approach to video
indexing and retrieval in multimedia systems",
text = "M.R. Naphade et al., Probabilistic multimedia objects (multijects): A novel
approach to video indexing and retrieval in multimedia systems, in Proc.
of ICIP'98, 1998, vol. 3, pp. 536--540.",
year = "1998",
url = "citeseer.ist.psu.edu/article/naphade98probabilistic.html" }
Citations (may not include all citations):1362 A Tutorial on Hidden markov Models and Selected Applications.. (context) - Rabiner - 1989
115 Graphical Models for Machine Learning and Digital Communicat.. (context) - Frey - 1998
90 The Helmholtz machine - Dayan, Hinton et al. - 1995
38 Automatic Content-Based Retrieval of Broadcast News - Brown, Foote et al. - 1995
26 Efficient matching and clustering of video shots (context) - Yeung, Liu - 1995
21 Automated analysis and annotation of basketball video (context) - Saur, Tan et al. - 1997
16 Spatio-Temporal Video Search using the Object-Based Video Re.. (context) - Zhong, Chang - 1997
14 A High performance Shot Boundary Detection Algorithm using m.. (context) - Naphade, Mehrotra et al. - 1998
13 Content Based Search of Video using Color, Texture and Motio.. (context) - Deng, Manjunath - 1997
10 Content-Based Video Retrieval and Compression: A Unified Sol.. - Zhang, Wang et al. - 1997
8 Speaker Identification and Video Analysis for Hierarchical V.. (context) - Nam, Cetin et al.
3 Event-coupled hidden Markov models - Kristjansson, Frey et al.
The graph only includes citing articles where the year of publication is known.
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