The Gauss-tree: Efficient object identification in databases of probabilistic feature vectors

Proceedings - International Conference on Data Engineering

Volumn 2006, Issue , 2006, Pages 9-

  Böhm, Christian ^a   Pryakhin, Alexey ^a   Schubert, Matthias ^a  

^a UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPREHENSIVE PROBABILISTIC THEORY; ENVIRONMENTAL CIRCUMSTANCES; GAUSSIAN PROBABILITY DISTRIBUTION; PROBABILISTIC FEATURE VECTORS (PFV);

EVALUATION; IDENTIFICATION (CONTROL SYSTEMS); MEASUREMENTS; PROBABILITY DISTRIBUTIONS; QUERY LANGUAGES; VECTOR QUANTIZATION;

DATABASE SYSTEMS;

EID: 33749637514     PISSN: 10844627     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDE.2006.159     Document Type: Conference Paper

References (14)

1. S. Berchtold, D. A. Keim, and H.-P. Kriegel. "The X-Tree: An Index Structure for High-Dimensional Data". In Proc. 22nd Int. Conf. on Very Large Data Bases (VLDB'96), Bombay, India, pp. 28-39., 1996.
2. C. Böhm, S. Berchthold, and D. Keim. "Searching in High-dimensional Spaces: Index Structures for Improving the Performance of Multimedia Databases". ACM Computing Surveys, 3(33), 2001.
3. J. P. Campbell. "Speaker Recognition: A Tutorial". Proceedings of the IEEE, Vol. 85, No. 9, 1997.
4. R. Chellappa, C. Wilson, and S. Sirohey. "Human and machine recognition of faces: A survey". Proc. IEEE, 83(5):705-740, 1995.
5. R. Cheng, D. Kalashnikov, and S. Prakhabar. "Evaluating Probabilistic Queries over Imprecise Data". In Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'03), San Diego, CA, USA), pages 551-562, 2003.
6. R. Cheng, Y. Xia, S. Prakhabar, R. Shah, and J. Vitter. "Efficient Indexing Methods for Probabilistic Threshold Queries over Uncertain Data". In Proc. 30th Int. Conf. on Very Large Data Bases (VLDB'04), Toronto, Cananda, pages 876-887, 2004.
7. C. Faloutsos, M. Ranganathan, and Y. Manolopoulos. "Fast Subsequence Matching in Time-Series Databases". In Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'94), Minneapolis, MN, pages 419-429, 1994.
8. A. Guttman. "R-trees: A Dynamic Index Structure for Spatial Searching". In Proc. ACM SIGMOD Int. Conf. on Management of Data, pages 47-57, 1984.
9. G. Hjaltason and H. Samet. "Ranking in Spatial Databases". In Proc. 4th Int. Symposium on Large Spatial Databases, SSD'95, Portland, USA, volume 951, pages 83-95, 1995.
10. K.-I. Lin, H. V. Jagadish, and C. Faloutsos. "The TV-Tree: An Index Structure for High-Dimensional Data". VLDB Journal, 3(4):517-542, 1994.
11. R. Mehrotra and J. Gary. "Feature-Based Retrieval of Similar Shapes". In Proc. 9th Int. Conf. on Data Engineering, Vienna, Austria, pages 108-115, 1993.
12. F. B. of Investigation. "The Science of Fingerprints: Classification and Uses". Washington, D.C., U.S. Government Printing Office., 1984.
13. T. Seidl and H.-P. Kriegel. "Efficient User-Adaptable Similarity Search in Large Multimedia Databases". In Proc. 23rd Int. Conf. on Very Large Data Bases (VLDB'97), pages 506-515, 1997.
14. W. Zhao, R. Chellappa, P. J. Phillips, and A. Rosenfeld. Face recognition: A literature survey. ACM Comput. Surv., 35(4):399-458, 2003.