메뉴 건너뛰기




Volumn 34, Issue 1, 2008, Pages 266-279

Image semantics discovery from web pages for semantic-based image retrieval using self-organizing maps

Author keywords

Self organizing map; Semantic based image retrieval; Text mining

Indexed keywords

IMAGE ACQUISITION; LEARNING ALGORITHMS; SELF ORGANIZING MAPS; SEMANTICS; USER INTERFACES; WEBSITES;

EID: 34248589188     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2006.09.016     Document Type: Article
Times cited : (21)

References (39)
  • 2
    • 34248507770 scopus 로고    scopus 로고
    • Allan, J., Carbonell, J., Doddington, G., Yamron, J., & Yang, Y. (1998). Topic detection and tracking pilot study: Final report. In Proc. DARPA broadcast news transcription and understanding workshop, Lansdowne, VA (pp. 194-218).
  • 4
    • 0038820893 scopus 로고    scopus 로고
    • Cavazza, M., Green, R. J., & Palmer, I. J. (1998). Multimedia semantic features and image content description. In Proc. 1998 multimedia modeling, Lausanne, Switzerland (pp. 39-46).
  • 5
    • 0031331838 scopus 로고    scopus 로고
    • Visual information retrieval from large distributed online repositories
    • Chang S., Smith J., Beigi M., and Benitez A. Visual information retrieval from large distributed online repositories. Communications of ACM 40 (1997) 63-71
    • (1997) Communications of ACM , vol.40 , pp. 63-71
    • Chang, S.1    Smith, J.2    Beigi, M.3    Benitez, A.4
  • 6
    • 0032314489 scopus 로고    scopus 로고
    • Chang, S. F., Chen, W., & Sundaram, H. (1998). Semantic visual templates: linking visual features to semantics. In Proc. IEEE international conference on image processing (ICIP'98), Chicago, IL (pp. 531-535).
  • 8
    • 0032595005 scopus 로고    scopus 로고
    • Semantics in visual information retrieval
    • Colombo C., DelBimbo A., and Pala P. Semantics in visual information retrieval. IEEE Multimedia 6 3 (1999) 38-53
    • (1999) IEEE Multimedia , vol.6 , Issue.3 , pp. 38-53
    • Colombo, C.1    DelBimbo, A.2    Pala, P.3
  • 10
    • 34248516232 scopus 로고    scopus 로고
    • Dagan, I., Feldman, R., & Hirsh, H. (1996). Keyword-based browsing and analysis of large document sets. In Proc. 5th annual symposium on document analysis and information retrieval (SDAIR), Las Vegas, NV (pp. 191-208).
  • 12
    • 0031075623 scopus 로고    scopus 로고
    • Indexing pictorial documents by their content: A survey of current techniques
    • De Marsicoi M., Cinque L., and Levialdi S. Indexing pictorial documents by their content: A survey of current techniques. Image and Vision Computing 15 (1997) 119-141
    • (1997) Image and Vision Computing , vol.15 , pp. 119-141
    • De Marsicoi, M.1    Cinque, L.2    Levialdi, S.3
  • 13
    • 0032098008 scopus 로고    scopus 로고
    • The indexing and retrieval of document images: a survey
    • Doermann D. The indexing and retrieval of document images: a survey. Computer Vision and Image Understanding 70 3 (1998) 287-298
    • (1998) Computer Vision and Image Understanding , vol.70 , Issue.3 , pp. 287-298
    • Doermann, D.1
  • 14
    • 84942525285 scopus 로고    scopus 로고
    • Dori, D., & Hel-Or, H. (1998). Semantic content based image retrieval using object-process diagrams. In Proc. 7th international workshop on structural and syntactic pattern recognition (SSPR98), Sydney, Australia (pp. 15-30).
  • 15
    • 34248537085 scopus 로고    scopus 로고
    • Eakins, J. P. (1996). Automatic image content retrieval: Are we going anywhere? In Proc. 3rd international conference on electronic library and visual information research, Milton Keynes, UK (pp. 123-135).
  • 16
    • 34248521450 scopus 로고    scopus 로고
    • Feldman, R., & Dagan, I. (1995). Kdt - knowledge discovery in texts. In Proc. 1st annual conference on knowledge discovery and data mining (KDD), Montreal, Canada (pp. 112-117).
  • 18
    • 34248541832 scopus 로고    scopus 로고
    • Feldman, R., Klosgen, W., & Zilberstein, A. (1997). Visualization techniques to explore data mining results for document collections. In Proc. 3rd annual conference on knowledge discovery and data mining (KDD), Newport Beach, CA (pp. 16-23).
  • 19
    • 34248560452 scopus 로고    scopus 로고
    • Frankel, C., Swain, M., & Athitsos, V. (1996). Webseer: an image search engine for the world-wide web. Tech. Rep. 94-14, Computer Science Department, University of Chicago, Chicago, IL.
  • 20
    • 0347648615 scopus 로고
    • Content-based image retrieval system
    • Gudivada V.N., and Raghavan V.V. Content-based image retrieval system. IEEE Computer 28 9 (1995) 18-22
    • (1995) IEEE Computer , vol.28 , Issue.9 , pp. 18-22
    • Gudivada, V.N.1    Raghavan, V.V.2
  • 21
    • 0031143421 scopus 로고    scopus 로고
    • Visual information retrieval
    • Gupta A., and Jain R. Visual information retrieval. Communications of the ACM 40 5 (1997) 71-79
    • (1997) Communications of the ACM , vol.40 , Issue.5 , pp. 71-79
    • Gupta, A.1    Jain, R.2
  • 22
    • 0030656850 scopus 로고    scopus 로고
    • Harmandas, V., Sanderson, M., & Dunlop, M. (1997). Image retrieval by hypertext links. In Proc. 20th international ACM SIGIR conference on research and development in information retrieval (pp. 296-303).
  • 23
    • 0029452370 scopus 로고    scopus 로고
    • Hermes, T., Klauck, C., Kreyβ, J., & Zhang, J. (1995). Image retrieval for information systems. In Proc. SPIE, Vol. 2420 storage and retrieval for image and video databases III (pp. 394-405).
  • 24
    • 34248552492 scopus 로고    scopus 로고
    • Honkela, T., Kaski, S., Lagus, K., & Kohonen, T. (1996). Newsgroup exploration with websom method and browsing interface. Tech. Rep. A32, Laboratory of Computer and Information Science, Helsinki University of Technology, Espoo, Finland.
  • 26
    • 0344972929 scopus 로고    scopus 로고
    • Websom - self-organizing maps of document collections
    • Kaski S., Honkela T., Lagus K., and Kohonen T. Websom - self-organizing maps of document collections. Neurocomputing 21 (1998) 101-117
    • (1998) Neurocomputing , vol.21 , pp. 101-117
    • Kaski, S.1    Honkela, T.2    Lagus, K.3    Kohonen, T.4
  • 28
    • 34248537084 scopus 로고    scopus 로고
    • Kohonen, T. (1998). Self-organization of very large document collections: state of the art. In Proc. 8th international conference on artificial neural networks, London, UK, Vol. 1 (pp. 65-74).
  • 29
    • 0034544567 scopus 로고    scopus 로고
    • Picsom: content-based image retrieval with self-organizing maps
    • Laaksonen J., Koskela M., Laakso S., and Oja E. Picsom: content-based image retrieval with self-organizing maps. Pattern Recognition Letters 21 13-14 (2000) 1199-1207
    • (2000) Pattern Recognition Letters , vol.21 , Issue.13-14 , pp. 1199-1207
    • Laaksonen, J.1    Koskela, M.2    Laakso, S.3    Oja, E.4
  • 30
    • 84957646449 scopus 로고    scopus 로고
    • Meghini, C., Sebastiani, F., & Straccia, U. (1997). The terminological image retrieval model. In Proc. 9th international conference on image analysis and processing (ICIAP'97), Florence, Italy, Vol. 2 (pp. 156-163).
  • 31
    • 0002382882 scopus 로고    scopus 로고
    • Automatically determining semantics for world wide web multimedia information retrieval
    • Mukherjea S., and Cho J. Automatically determining semantics for world wide web multimedia information retrieval. Journal of Visual Languages and Computing 10 (1999) 585-606
    • (1999) Journal of Visual Languages and Computing , vol.10 , pp. 585-606
    • Mukherjea, S.1    Cho, J.2
  • 32
    • 34248556877 scopus 로고    scopus 로고
    • Ojala, T., Rautiainen, M., Matinmikko, E., & Aittola, M. (2001). Semantic image retrieval with hsv correlograms. In Proc. 12th Scandinavian conference on image analysis, Bergen, Norway (pp. 621-627).
  • 34
    • 0031639177 scopus 로고    scopus 로고
    • Automatic caption localization for photographs on world-wide web pages
    • Rowe N., and Frew B. Automatic caption localization for photographs on world-wide web pages. Information Processing and Management 34 (1998) 95-107
    • (1998) Information Processing and Management , vol.34 , pp. 95-107
    • Rowe, N.1    Frew, B.2
  • 35
    • 0032688345 scopus 로고    scopus 로고
    • Unifying textual and visual cues for content-based image retrieval on the world wide web
    • Sclaroff S., Cascia M.L., Sethi S., and Taycher L. Unifying textual and visual cues for content-based image retrieval on the world wide web. Computer Vision and Image Understanding 75 1-2 (1999) 86-98
    • (1999) Computer Vision and Image Understanding , vol.75 , Issue.1-2 , pp. 86-98
    • Sclaroff, S.1    Cascia, M.L.2    Sethi, S.3    Taycher, L.4
  • 36
    • 0028583690 scopus 로고    scopus 로고
    • Srihari, R. K., & Burhans, D. T. (1994). Visual semantics: extracting visual information from text. In Proc. 12th national conference on artificial intelligence, Seattle, WA (pp. 793-798).
  • 38
    • 0036613664 scopus 로고    scopus 로고
    • Narrowing the semantic gap: Improved text-based web document retrieval using visual features
    • Zhao R., and Grosky W.I. Narrowing the semantic gap: Improved text-based web document retrieval using visual features. IEEE Transactions on Multimedia 4 2 (2002) 189-200
    • (2002) IEEE Transactions on Multimedia , vol.4 , Issue.2 , pp. 189-200
    • Zhao, R.1    Grosky, W.I.2
  • 39
    • 34248541830 scopus 로고    scopus 로고
    • Zhuang, Y., Mehrotra, S., & Huang, T. S. (1999). A multimedia information retrieval model based on semantic and visual content. In Proc. 5th international conference for young computer scientists (ICYCS), Nanjing, China.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.