Large-scale parallel data clustering

Proceedings - International Conference on Pattern Recognition

Volumn 4, Issue , 1996, Pages 488-493

  Judd, Dan ^a   McKinley, Philip K ^a   Jain, Anil K ^a  

^a Michigan State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING ALGORITHMS; PATTERN RECOGNITION;

COMPUTATIONAL COSTS; FLOATING POINT OPERATIONS; IMAGE PIXELS; MEAN SQUARE; PARALLEL DATA; TEXTURE IMAGE;

CLUSTER ANALYSIS;

EID: 78249232841     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.1996.547613     Document Type: Conference Paper

References (10)

1. A. K. Jain and S. Bhattacharjee, "Text segmentation using Gabor filters for automatic document processing, " Machine Vision Applications, vol. 5, pp. 169-184, 1992, .
2. D. Judd, N. K. Ratha, P. K. McKinley, J. Weng, and A. K. Jain, "Parallel implementation of vision algorithms on workstation clusters, " in Proceedings of the 12th International Conferences on Pattern Recognition, (Jerusalem, Israel), pp. 317-321, October 1994.
3. D. Judd, P. K. McKinley, and A. K. Jain, "Computational pruning techniques in parallel square-error clustering of large data sets, " Tech. Rep. MSU-CPS-96-02, Department of Computer Science, Michigan State University, East Lansing, Michigan, Jan. 1996.
4. A. K. Jain and R. C. Dubes, Algorithms for Clustering Data. Prentice-Hall, 1988.
5. H. P. Friedman and J. Rubin, "On some invariant criteria for grouping data, " Journal of the American Statistical Association, vol. 62, pp. 1159-1178, 1967.
6. K. Fukunaga and P. M. Narendra, "A branch and bound algorithm for computing k-nearest neighbors, " IEEE Transactions on Computers, pp. 750-753, July 1975.
7. H. Avi-Itzhak and T. Diep, "Lossless acceleration for correlation-based nearest-neighbor pattern recognition, " in Proc. of 12th Intnl. Conference of Pattern Recognition, vol. 11, pp. 240-244, 1994. Jerusalem, Israel.
8. P. Brodatz, Textures: A Photographic Album for Artists and Designers. New York: Dover, 1966.
9. A. K. Jain and F. Farrokhnia, "Unsupervised texture segmentation using Gabor filters, " Pattern Recognition, vol. 24, no. 12, pp. 1167-1186, 1991.
10. M. Fanty and R. Cole, Spoken letter recognition, in Advances in Neural Information Processing Systems 3, (San Mateo, California), 1991.