Categorizing images in Web Documents

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5010, Issue , 2003, Pages 136-143

  Hu, Jianying ^a   Bagga, Amit ^a  

^a NONE

Author keywords

Image classification; Natural language processing; Text categorization; Web document analysis

Indexed keywords

ALGORITHMS; IMAGE ANALYSIS; INFORMATION ANALYSIS; NATURAL LANGUAGE PROCESSING SYSTEMS;

TEXT CATEGORIZATION;

WORLD WIDE WEB;

EID: 0038394494     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.476059     Document Type: Conference Paper

References (20)

1. T. Bickmore, A. Girgensohn, and J. Sullivan, "Web page filtering and re-authoring for mobile users," The Computer Journal 42(6), pp. 334-346, 1999.
2. G. Penn, J. Hu, H. Luo, and R. MCDonald, "Flexible web document analysis for delivery to narrow-bandwidth devices," in Proceedings of the Sixth International Conference on Document Analysis and Recognition (ICDAR01), pp. 1074-1078, (Seattle, WA, USA), September 2001.
3. O. Buyukkokten, H. Garcia-Molina, and A. Paepcke, "Seeing the whole in parts: text summarization for web browsing on handheld devices," in Proceedings of the Tenth International World Wide Web Conference (WWW2001), (Hong Kong, China), May 2001.
4. N. Milic-Frayling and R. Sommerer, "Smartview: flexible viewing of web page contents," in Poster Collection of The Eleventh International World Wide Web Conference (WWW2002), online at http://www2002.org/CDROM/poster/172, (Hawaii), May 2002.
5. D. Lopresti and J. Zhou, "Locating and recognizing text," Information Retrieval 2, pp. 177-206, 2000.
6. A. Antonacopoulos and D. Karatzas, "An anthropocentric approach to text extraction from www images," in Proceedings of the Fourth IAPR Workshop on Document Analysis Systems (DAS2000), pp. 515-526, (Rio de Janeiro, Brazil), December 2000.
7. C. Frankel, M. Swain, and V. Athitsos, "Webseer: an image search engine for the world wide web," University of Chicago Technical Report TR96-14, 1996.
8. E. Munson and Y. Tsymbalenko, "To search for images on the web, look at the text, then look at the images," in Proceedings of the First International Workshop on Web Document Analysis (WDA2001), online at http://www.csc.liv.ac.uk/ wda2001, (Seattle), September 2001.
9. J. Yang, Q. Li, and Y. Zhuang, "Octopus: aggressive search of multi-modality data using multifaceted knowledge base," in Proceedings of The Eleventh International World Wide Web Conference (WWW2002), (Hawaii), May 2002.
10. T. Kanungo and C. Lee, "What fraction of images on the web contain text?," in Proceedings of the First International Workshop on Web Document Analysis (WDA2001), online at http://www.csc.liv.ac.uk/ wda2001, pp. 43-46, (Seattle), September 2001.
11. R. Srihari, "Linguistic context in vision," in Proceedings of MIT AAA-I Fall Symposium Series Computational Models for Integrating Language and Vision, pp. 78-88, 1995.
12. K. Perlmutter, N. Chaddha, J. Buckheit, R. Gray, and R. Olshen, "Text segmentation in mixed-mode images using classificaiton trees and transform tree-structured vector quantization," in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'96), 4, pp. 2231-2234, 1996.
13. J. Li and R. Gray, "Text and picture segmentation by the distribution analysis of wavelet coefficients," in Proceeding of The 1998 International Conference on Image Processing (ICIP'98), pp. 566-570, (Chicago), October 1998.
14. I. Keslassy, I. Keslassy, D. Wang, and B. Girod, "Classification of compound images based on transform coefficient likelihood," in Proceedings of The 2001 International Conference on Image Processing (ICIP2001), (Thessaloniki, Greece), October 2001.
15. E. Reinhard, P. Shirley, and T. Trosciando, "Natural image statistics for computer graphics," University of Utah Technical Report UUCS-01-002, March 2001.
16. K. Nigam, A. K. MCCallum, S. Thrun, and T. M. Mitchell, "Text classification from labeled and unlabeled documents using EM," Machine Learning 39(2/3), pp. 103-134, 2000.
17. DARPA, Workshop on Broadcast News Understanding Systems, U.S. Department of Commerce, National Technical Information Service, February 1998.
18. G. Ramesh and A. Bagga, "Detection and filtering of commercials in closed caption text," in Proceedings of the Third International Conference on Language Resources and Evaluation (LREC'02), pp. 2107-2110, (Las Palmas, Spain), May 2002.
19. R. Lienhart, "Automatic text recognition for video indexing," in Proceedings of ACM Multimedia '96, pp. 2130, (Boston), 1996.
20. H. Li, O. Kia, and D. Doermann, "Text enhancement in digital video," in Proceedings of SPIE Conference on Document Recognition and Retrieval VI, 3651, pp. 2-9, (San Jose), 1999.