An approach to content-based image retrieval based on the lucene search engine library

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6273 LNCS, Issue , 2010, Pages 55-66

  Gennaro, Claudio ^a   Amato, Giuseppe ^a   Bolettieri, Paolo ^a   Savino, Pasquale ^a  

^a ISTI CNR   (Italy)

Author keywords

Access Methods; Approximate Similarity Search; Lucene

Indexed keywords

ACCESS METHODS; CONTENT BASED IMAGE RETRIEVAL; DISTANCE FUNCTIONS; FULL-TEXT SEARCH; INVERTED INDICES; LARGE DATABASE; LOW-LEVEL IMAGE FEATURES; LUCENE; METRIC SPACES; MULTIMEDIA DATA; RELIABLE SYSTEMS; SEARCHING ABILITY; SIMILARITY SEARCH;

CONTENT BASED RETRIEVAL; INFORMATION RETRIEVAL; NATURAL LANGUAGE PROCESSING SYSTEMS; SEARCH ENGINES; SET THEORY; TOPOLOGY;

DIGITAL LIBRARIES;

EID: 78049405510     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15464-5_8     Document Type: Conference Paper

References (21)

1. Spearman's rank correlation coefficient, http://en. wikipedia.org/wiki/ Spearman's-rank-correlation-coefficient
2. Amato, G., Rabitti, F., Savino, P., Zezula, P.: Region proximity in metric spaces and its use for approximate similarity search. ACM Trans. Inf. Syst. 21(2), 192-227 (2003)
3. Amato, G., Savino, P.: Approximate similarity search in metric spaces using inverted files. In: Proceedings of the 3rd International Conference on Scalable Information Systems (InfoScale 2008), pp. 1-10. ICST (2008)
4. Batko, M., Kohoutkova, P., Novak, D.: Cophir image collection under the microscope. In: International Workshop on Similarity Search and Applications, pp. 47-54 (2009)
5. Bolettieri, P., Esuli, A., Falchi, F., Lucchese, C., Perego, R., Rabitti, F.: Enabling content-based image retrieval in very large digital libraries. In: Second Workshop on Very Large Digital Libraries (VLDL 2009), DELOS, pp. 43-50 (2009)
6. Chavez, E., Figueroa, K., Navarro, G.: Effective proximity retrieval by ordering permutations. IEEE Transactions on Pattern Analysis and Machine Intelligence 30, 1647-1658 (2007)
7. Ciaccia, P., Patella, M.: Pac nearest neighbor queries: Approximate and controlled search in high-dimensional and metric spaces. In: ICDE, pp. 244-255 (2000)
8. Ciaccia, P., Patella, M., Zezula, P.: M-tree: An efficient access method for similarity search in metric spaces. In: Jarke, M., Carey, M. J., Dittrich, K. R., Lochovsky, F. H., Loucopoulos, P., Jeusfeld, M. A. (eds.) VLDB 1997, Proceedings of 23rd International Conference on Very Large Data Bases, Athens, Greece, August 25-29, pp. 426-435. Morgan Kaufmann, San Francisco (1997)
9. Egecioglu, Ö., Ferhatosmanoglu, H.: Dimensionality reduction and similarity computation by inner product approximations. In: Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM 2000), McLean, Virginia, USA, November 6-11, pp. 219-226. ACM Press, New York (2000)
10. Esuli, A.: Pp-index: Using permutation prefixes for efficient and scalable approximate similarity search. In: Proceedings of the 7th Workshop on Large-Scale Distributed Systems for Information Retrieval (LSDS-IR 2009), pp. 17-24 (2009)
11. Fagin, R., Kumar, R., Sivakumar, D.: Comparing top-k lists. SIAM J. of Discrete Math. 17(1), 134-160 (2003)
12. Faloutsos, C., Lin, K.-I.: FastMap: A fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets. In: Carey, M. J., Schneider, D. A. (eds.) Proceedings of the 18th ACM International Conference on Management of Data (SIGMOD 1995), San Jose, California, USA, May 22-25, pp. 163-174. ACM Press, New York (1995)
13. Lux, M., Chatzichristofis, S. A.: Lire: lucene image retrieval: an extensible java cbir library. In: MM 2008: Proceeding of the 16th ACM International Conference on Multimedia, pp. 1085-1088. ACM, New York (2008)
14. Ögras, U. Y., Ferhatosmanoglu, H.: Dimensionality reduction using magnitude and shape approximations. In: Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM 2003), New Orleans, Louisiana, USA, November 3-8, pp. 99-107. ACM Press, New York (2003)
15. Pramanik, S., Alexander, S., Li, J.: An efficient searching algorithm for approximate nearest neighbor queries in high dimensions. In: Proceedings of the IEEE International Conference on Multimedia Computing and Systems (ICMCS 1999), Florence, Italy, June 7-11, vol. 1. IEEE Computer Society Press, Los Alamitos (1999)
16. Pramanik, S., Li, J., Ruan, J., Bhattacharjee, S. K.: Efficient search scheme for very large image databases. In: Beretta, G. B., Schettini, R. (eds.) Proceedings of the International Society for Optical Engineering (SPIE) on Internet Imaging, San Jose, California, USA, January 26, vol. 3964, pp. 79-90. The International Society for Optical Engineering (December 1999)
17. Squire, D. M., Müller, W., Müller, H., Pun, T.: Content-based query of image databases: inspirations from text retrieval. Pattern Recognition Letters 21 (21-14), 1193-1198 (2000); Selected Papers from The 11th Scandinavian Conference on Image
18. Wang, X., Wang, J. T.-L., Lin, K.-I., Shasha, D., Shapiro, B. A., Zhang, K.: An index structure for data mining and clustering. In: Knowledge and Information Systems, vol. 2, pp. 161-184. Springer, Heidelberg (2000)
19. Weber, R., Böhm, K.: Trading quality for time with nearest neighbor search. In: Zaniolo, C., Grust, T., Scholl, M. H., Lockemann, P. C. (eds.) EDBT 2000. LNCS, vol. 1777, p. 21. Springer, Heidelberg (2000)
20. Zezula, P., Amato, G., Dohnal, V., Batko, M.: Similarity Search - The Metric Space Approach. In: Advances in Database Systems, vol. 32. Springer, Heidelberg (2006)
21. Zezula, P., Savino, P., Amato, G., Rabitti, F.: Approximate similarity retrieval with m-trees. VLDB J 7(4), 275-293 (1998)