Speeding up IDM without degradation of retrieval quality

CEUR Workshop Proceedings

Volumn 1173, Issue , 2007, Pages

  Springmann, Michael ^a   Schuldt, Heiko ^a  

^a UNIVERSITY OF BASEL   (Switzerland)

Author keywords

Classification; Content based image retrieval; Image distortion model; Medical image retrieval

Indexed keywords

CLASSIFICATION (OF INFORMATION); CONTENT BASED RETRIEVAL; DIGITAL LIBRARIES; MEDICAL IMAGING; PIXELS;

AUTOMATIC ANNOTATION; CONTENT BASED IMAGE RETRIEVAL; DISTANCE COMPUTATION; EARLY TERMINATION; HIERARCHICAL STRUCTURES; IMAGE DISTORTION MODEL; INTERMEDIATE RESULTS; RETRIEVAL QUALITY;

IMAGE RETRIEVAL;

EID: 84921962829     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. Norbert Beckmann, Hans-Peter Kriegel, Ralf Schneider, and Bernhard Seeger. The r∗-tree: an efficient and robust access method for points and rectangles. In SIGMOD '90: Proceedings of the 1990 ACM SIGMOD international conference on Management of data, pages 322-331, New York, NY, USA, 1990. ACM Press.
2. Klemens Böhm, Michael Mlivoncic, Hans-Jörg Schek, and Roger Weber. Fast evaluation techniques for complex similarity queries. In VLDB, pages 211-220, 2001.
3. Gert Brettlecker, Paola Ranaldi, Hans-Jörg Schek, Heiko Schuldt, and Michael Springmann. Isis & osiris: a process-based digital library application on top of a distributed process support middleware. In DELOS Conference 2007, February 2007.
4. Paolo Ciaccia, Marco Patella, and Pavel Zezula. M-tree: An efficient access method for similarity search in metric spaces. In VLDB, pages 426-435, 1997.
5. Thomas Deselaers, Jayashree Kalpathy-Cramer, Henning Müller, and Thomas M. Deserno. Hierarchical classification for imageclef 2007 medical image annotation, 2007.
6. Thomas Deselaers, Henning Müller, Paul Clogh, Hermann Ney, and Thomas M Lehmann. The clef 2005 automatic medical image annotation task. International Journal of Computer Vision, 74(1):51-58, August 2007.
7. Thomas Deselaers, Tobias Weyand, Daniel Keysers, Wolfgang Macherey, and Hermann Ney. Fire in imageclef 2005: Combining content-based image retrieval with textual information retrieval. In CLEF, pages 652-661, 2005.
8. Martin Esters and Jörg Sander. Knowledge Discovery in Databases. Springer, Berlin, 2000.
9. D. Keysers, C. Gollan, and H. Ney. Classification of medical images using non-linear distortion models, 2004.
10. Daniel Keysers, Thomas Deselaers, Christian Gollan, and Hermann Ney. Deformation models for image recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(8):1422-1435, August 2007.
11. Michael Mlivoncic, Christoph Schuler, and Can Türker. Hyperdatabase infrastructure for management and search of multimedia collections. In DELOS Workshop: Digital Library Architectures, pages 25-36, 2004.
12. Henning Müller, Thomas Deselaers, Thomas Lehmann, Paul Clough, and William Hersh. Overview of the imageclefmed 2006 medical retrieval and annotation tasks. In C. Peters, P. Clough, F. Gey, J. Karlgren, B. Magnini, D.W. Oard, M. de Rijke, and M. Stempfhuber, editors, Evaluation of Multilingual and Multi-modal Information Retrieval-Seventh Workshop of the Cross-Language Evaluation Forum, CLEF 2006, volume 4730 of LNCS, pages 595-608, 2007.
13. Hans-Jörg Schek and Roger Weber. Higher order databases and multimedia information. In Swiss/Japan Seminar Advances in Database and Multimedia, February 2000.
14. Michael Springmann. A novel approach for compound document matching. Bulletin of the IEEE Technical Committee on Digital Libraries (TCDL), 2(2), 2006.
15. Christian Thies, Mark Oliver Güld, Benedikt Fischer, and Thomas M. Lehmann. Contentbased queries on the casimage database within the irma framework: A field report. In C. Peters, P. Clough, J. Gonzalo, G. J. F. Jones, M. Kuck, and B. Magnini, editors, Multilingual Information Access for Text, Speech and Images: 5th Workshop of the Cross-Language Evaluation Forum, volume 3491/2005 of LNCS, pages 781-792. Springer Berlin, Heidelberg, 2005.
16. Roger Weber, Klemens Böhm, and Hans-Jörg Schek. Interactive-time similarity search for large image collections using parallel va-files. In ICDE, page 197, 2000.
17. Roger Weber and Michael Mlivoncic. Efficient region-based image retrieval. In CIKM '03: Proceedings of the twelfth International Conference on Information and Knowledge Management, pages 69-76. ACM Press, 2003.
18. Roger Weber and Hans-Jörg Schek. A distributed image-database architecture for efficient insertion and retrieval. In Multimedia Information Systems, pages 48-55, 1999.
19. Roger Weber, Hans-Jörg Schek, and Stephen Blott. A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces. In VLDB'98, Proceedings of 24rd International Conference on Very Large Data Bases, pages 194-205. Morgan Kaufmann, 1998.