A new method for visual descriptor evaluation

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5307, Issue , 2004, Pages 145-157

  Eidenberger, Horst ^a  

^a VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

Benchmarking; Content based Image Retrieval; Content based Video Retrieval; Evaluation; Feature Design; MPEG 7; Statistical Data Analysis; Visual Information Retrieval

Indexed keywords

CONTENT BASED RETRIEVAL; DATA REDUCTION; IMAGE PROCESSING; STATISTICS; VISUALIZATION;

STATISTICAL DATA ANALYSIS; VISUAL DESCRIPTOR EVALUATION; VISUAL INFORMATION RETRIEVAL;

INFORMATION RETRIEVAL;

EID: 8844252312     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.525068     Document Type: Conference Paper

References (20)

1. Benchathlon network website, http://www.benchathlon.net/ (last visited 2003-09-24).
2. M. Bober, "MPEG-7 Visual shape descriptors", Special Issue on MPEG-7, IEEE Transactions on Circuits and Systems for Video Technology, 11/6, 716-719, 2001.
3. C. Breiteneder, H. Eidenberger, "Content-based Image Retrieval of Coats of Arms", Proceedings IEEE International Workshop on Multimedia Signal Processing, 91-96, IEEE, Helsingör, 1999.
4. A. Del Bimbo, Visual Information Retrieval, Morgan Kaufmann Publishers, San Francisco, 1999.
5. S.F. Chang, T. Sikora, A. Puri, "Overview of the MPEG-7 standard", Special Issue on MPEG-7, IEEE Transactions on Circuits and Systems for Video Technology, 11/6, 688-695, 2001.
6. Computer vision image library, http://www-2.cs.cmu.edu/~cil/v-images.html (last visited 2003-09-24).
7. J.D. Edwards, K.J. Riley, J.P. Eakins, "A technique for mapping irregular sized vectors applied to image collections", Proceedings SPIE Visual Communications and Image Processing Conference, vol. 5150, 467-475, SPIE, Lugano, 2003.
8. H. Eidenberger, C. Breiteneder, "A Framework for Visual Information Retrieval", Proceedings Visual Information Systems Conference, 105-116, Springer Verlag, HSinChu, 2002.
9. H. Eidenberger, "How good are the visual MPEG-7 features?", Proceedings SPIE Visual Communications and Image Processing Conference, vol. 5150, 476-488, SPIE, Lugano, 2003.
10. N. Fuhr, "Information Retrieval Methods for Multimedia Objects", State-of-the-Art in Content-Based Image and Video Retrieval, R.C. Veltkamp, H. Burkhardt, H.P. Kriegel, 191-212, Kluwer, Boston, 2001.
11. Helsinki University of Technology, SOM toolbox for Matlab website, http://www.cis.hut.fi/projects/somtoolbox/ (last visited: 2003-09-24).
12. A.K. Jain, M.N. Murty, P.J. Flynn, "Data clustering: a review", ACM Computing Surveys, 31/3, 264-323, 1999.
13. T. Kohonen, "The Self-Organizing Map", Proceedings of IEEE, 78/9, 1464-1480, 1990.
14. J.C. Loehlin, Latent variable models: An introduction to factor, path, and structural analysis (3rd edition), Lawrence Erlbaum Assoc, Mahwah NJ, 2001.
15. B.S. Manjunath, J.R. Ohm, V.V. Vasudevan, A. Yamada, "Color and texture descriptors", Special Issue on MPEG-7, IEEE Transactions on Circuits and Systems for Video Technology, 11/6, 703-715, 2001.
16. SCHEMA EU project website, Delivery on visual information retrieval techniques, available from http://www.iti.gr/SCHEMA/preview.html?file_id=67/ (last visited 2003-09-24).
17. A.F. Smeaton, P. Over, "The TREC-2002 video track report", NIST Special Publication, SP 500-251, available from http://trec.nist.gov/pubs/ trec11/papers/VIDEO.OVER.pdf (last visited: 2003-09-24), 2003.
18. A.W.M. Smeulders, M. Worring, S. Santini, A. Gupta, R. Jain, "Content-based image retrieval at the end of the early years", IEEE Transactions on Pattern Analysis and Machine Intelligence, 22/12, 1349-1380, 2000.
19. TU Munich, MPEG-7 experimentation model website, http://www.lis.e- technik.tu-muenchen.de/research/bv/topics/mmdb/e_mpeg7.html (last visited: 2003-09-24).
20. University of California Berkeley, Corel dataset website, http://elib.cs.berkeley.edu/photos/corel/ (last visited 2003-09-24).