A probabilistic framework for semantic video indexing, filtering, and retrieval

@article{Naphade2001APF,
  title={A probabilistic framework for semantic video indexing, filtering, and retrieval},
  author={Milind R. Naphade and Thomas S. Huang},
  journal={IEEE Trans. Multimedia},
  year={2001},
  volume={3},
  pages={141-151}
}
Semantic filtering and retrieval of multimedia content is crucial for efficient use of the multimedia data repositories. Video query by semantic keywords is one of the most difficult problems in multimedia data retrieval. The difficulty lies in the mapping between low-level video representation and high-level semantics. We therefore formulate the multimedia content access problem as a multimedia pattern recognition problem. We propose a probabilistic framework for semantic video indexing, which… CONTINUE READING

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References

Publications referenced by this paper.
SHOWING 1-10 OF 26 REFERENCES

Probabilistic multimedia objects (multijects): a novel approach to video indexing and retrieval in multimedia systems

  • Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269)
  • 1998
VIEW 3 EXCERPTS
HIGHLY INFLUENTIAL

Spatio-temporal video search using the object based video representation

  • Proceedings of International Conference on Image Processing
  • 1997
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

A computational approach to semantic event detection

R. Qian, N. Hearing, I. Sezan
  • inProc. Computer Vision and Pattern Recognition, vol. 1, Fort Collins, CO, June 1999, pp. 200–206.
  • 1999
VIEW 1 EXCERPT

Integrated approach to multimodal media content analysis

  • Storage and Retrieval for Media Databases
  • 1999
VIEW 2 EXCERPTS

A high-performance shot boundary detection algorithm using multiple cues

  • Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269)
  • 1998
VIEW 2 EXCERPTS

Models for Machine Learning and Digital Communication

B. J. Frey, Graphical
  • 1998
VIEW 1 EXCERPT