Processing the signature quadratic form distance on many-core GPU architectures

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2011, Pages 2373-2376

  Kruliš, Martin ^a   Lokoč, Jakub ^a   Beecks, Christian ^b   Skopal, Tomáš ^a   Seidl, Thomas ^b  

^a CHARLES UNIVERSITY   (Czech Republic)

^b RWTH AACHEN UNIVERSITY   (Germany)

Author keywords

gpu; many core; quadratic form distance; similarity search

Indexed keywords

CONTENT-BASED MULTIMEDIA RETRIEVAL; DISTANCE COMPUTATION; DISTANCE-BASED; GPU; MANY-CORE; MULTI CORE; MULTIMEDIA DATABASE; ORDERS OF MAGNITUDE; QUADRATIC FORM; SIMILARITY MODELS; SIMILARITY SEARCH;

KNOWLEDGE MANAGEMENT; NUMBER THEORY; PROGRAM PROCESSORS; QUERY PROCESSING;

INDEXING (MATERIALS WORKING);

EID: 83055179218     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2063576.2063970     Document Type: Conference Paper

References (8)

1. C. Beecks, J. Lokoč, T. Seidl, and T. Skopal. Indexing the signature quadratic form distance for efficient content-based multimedia retrieval. In Proc. ACM Int. Conf. on Multimedia Retrieval, pages 24:1-24:8, 2011.
2. C. Beecks, M. S. Uysal, and T. Seidl. A comparative study of similarity measures for content-based multimedia retrieval. In Proc. IEEE ICME, pages 1552-1557, 2010.
3. C. Beecks, M. S. Uysal, and T. Seidl. Signature quadratic form distance. In Proc. ACM CIVR, pages 438-445, 2010.
4. J.-M. Geusebroek, G. J. Burghouts, and A.W. M. Smeulders. The Amsterdam Library of Object Images. IJCV, 61(1):103-112, 2005.
5. J. Lokoč, M. Hetland, T. Skopal, and C. Beecks. Ptolemaic indexing of the signature quadratic form distance. In Proceedings of the Fourth International Conference on SImilarity Search and APplications, pages 9-16. ACM, 2011.
6. NVIDIA. Fermi GPU Architecture. http://www.nvidia.com/object/fermi architecture.html.
7. Y. Rubner, C. Tomasi, and L. J. Guibas. The Earth Mover's Distance as a Metric for Image Retrieval. IJCV, 40(2):99-121, 2000. (Pubitemid 32136368)
8. P. Zezula, G. Amato, V. Dohnal, and M. Batko. Similarity Search: The Metric Space Approach (Advances in Database Systems). Springer-Verlag New York, Inc., Secaucus, NJ, USA, 2005.