Learning the semantics in image retrieval - A natural language processing approach

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

Volumn 2004-January, Issue January, 2004, Pages

  Yang, Changbo ^a   Dong, Ming ^a   Fotouhi, Farshad ^a  

^a Wayne State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTENT BASED RETRIEVAL; NATURAL LANGUAGE PROCESSING SYSTEMS; ONTOLOGY; SEARCH ENGINES; VISUAL LANGUAGES;

CONTENT BASED IMAGE RETRIEVAL SYSTEMS; IMAGE DATABASE; LANGUAGE PROCESSING; NATURAL LANGUAGES; PROCESSING APPROACH; RESEARCH ISSUES; STATISTICAL NATURAL LANGUAGE PROCESSING; TEXT INFORMATION; VISUAL INFORMATION; WORDNET;

SEMANTICS;

EID: 84932650261     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2004.386     Document Type: Conference Paper

References (19)

1. R. Zhao and W. I. Grosky, 'Narrowing the Semantic Gap-Improved Text-Based Web Document Retrieval Using Visual Features, ' IEEE Transactions on Multimedia, 4(2), pp. 189-200, 2002.
2. R. Zhao and W. I. Grosky, 'Negotiat ing the Semantic Gap: From Feature Maps to Semantic Landscapes,' Pattern Recognition, 35(3), pp. 593-600, 2002.
3. J. Canny, 'A computational approach to edge detection, ' IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 8, pp. 679-698, 1986.
4. C. Fellbaum, 'WordNet: An Electronic Lexical Database, ' MIT Press, 1998.
5. A. Jain and A. Vailaya, 'Image retrieval using color and shape, ' Pattern Recognition, pp. 1233-1244, 1996.
6. J. Li and J. Z. Wang, 'Automatic linguistic indexing of pictures by a statistical modeling approach, ' IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 10, 14 pp., 2003.
7. F. Liu, A.K. Jain A. Vailaya, and H. Zhang, 'Automatic image orientation detection, ' IEEE Transactions on Image Processing, vol. 11, pp. 746-755, 2002.
8. M. Slaney. 'Semantic-Audio Retrieval, ' In Proc. Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP). IEEE, May 2002.
9. K. Barnard, P. Duygulu, and D. Forsyth, 'Clustering Art, ' Computer Vision and Pattern Recognition, pp. II: 434-439, 2001.
10. K. Barnard and D. Forsyth, 'Learning the Semantics of Words and Pictures, ' International Conference on Computer Vision, vol 2, pp. 408-415, 2001.
11. A. Vailaya, A. Jain, and H. Zhang, 'On image classification: city vs. landscape, ' in Content-Based Access of Image and Video Libraries, 1998. Proceedings. IEEE Workshop on, 1998, pp.3-8.
12. M. Naphade and T. Huang, 'Extracting semantics from audiovisual content: The final frontier in multimedia retrieval,' IEEE Trans. on Neural Networks, vol. 13, no. 4, pp. 793-809, 2002.
13. M. S. Lew, 'Next-generation web searches for visual content, ' IEEE Computer, Vol. 33, pp, 46-53, 2000.
14. A. Pentland, R. W. Picard, and S. Sclaro, 'Photobook: Tools for content-based manipulation of image databases, ' in Proc. of SPIE, 1994, vol. 2185, pp. 34-47.
15. M. Flickner, H. Sawhney, W. Niblack, and et al., ' Query by image and video content: The qbic system,' IEEE Computer, vol. 28, no. 9, pp. 23-32, 1995.
16. A. Gupta and R. Jain, 'Visual information retrieval, ' Comm. ACM, vol. 40, no. 5, pp. 70-79, 1997.
17. M. La Cascia, S. Sethi, and S. Sclaroff, 'Combining textual and visual cues for content-based image retrieval on the WWW, ' in Proc. IEEE Workshop Content-Based Access of Image and Video Libraries, Santa Barbara, CA, 1998, pp. 24-28.
18. A. Schreiber, B. Dubbeldam, J. Wielemaker, and B. Wielinga, ' Ontology-based photo annotation,' IEEE Intelligent Systems, vol. 16, no. 3, pp. 66-74, 2001.
19. F. Barros, P. Goncalves, and T. Santos, 'Providing context to web searches: the use of ontologies to enhance search engine's accuracy, ' Journal of the Brazilian Computer Society, vol. 5, no. 2, pp. 45-55, 1998.