Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1007/11590064_16guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
Article

Surveying the reality of semantic image retrieval

Published: 05 July 2005 Publication History

Abstract

An ongoing project is described which seeks to add to our understanding about the real challenge of semantic image retrieval. Consideration is given to the plurality of types of still image, a taxonomy for which is presented as a framework within which to show examples of real ‘semantic’ requests and the textual metadata by which such requests might be addressed. The specificity of subject indexing and underpinning domain knowledge which is necessary in order to assist in the realization of semantic content is noted. The potential for that semantic content to be represented and recovered using CBIR techniques is discussed.

References

[1]
Eakins, John P. and Graham, Margaret E.: Content-based Image Retrieval. A report to the JISC Technology Applications Programme. Institute for Image Data Research, University of Northumbria at Newcastle, Newcastle upon Tyne (1999).
[2]
Gudivada, V.N. and Raghavan, V.V.: Content-based image retrieval systems. IEEE Computer 28(9) (1995) 18-22.
[3]
Greisdorf, H. and O'Connor, B.: Modelling what users see when they look at images: a cognitive viewpoint. Journal of Documentation 58(1) (2002) 6-29.
[4]
Jörgensen, C.: Image retrieval: theory and research. The Scarecrow Press, Lanham, MA and Oxford (2003).
[5]
Trant, J.: Image Retrieval Benchmark database Service: a Needs Assessment and Preliminary development Plan: a report prepared for the Council on Library and Information Resources and the Coalition for Networked Information (2004) 〈http://www.clir.org/pubs/ reports/trant04/tranttext.pdf〉
[6]
Lavrenko, V., Manmatha, R. and Jeon, J.: A model for learning the semantics of pictures. (undated) 〈http://ciip.cs.umass.edu/pubfiles/mm-46.pdf〉
[7]
Brodatz, P.: Textures: a photographic album for artists and designers. Dover, New York (1966).
[8]
Edina: Education Image Gallery 〈http://edina.ac.uk/eig/〉
[9]
Jörgensen, C.: Indexing images: testing an image description template. Paper given at the ASIS 1996 Annual Conference, October 19-24, 1996. 〈http://www.asis.org/annual- 96/ElectronicProceedings/jorgensen.html〉
[10]
Rui, Y, Huang, T.S., Chang, S-F.: Image Retrieval: Current Techniques, Promising Directions, and Open Issues, Journal of Visual Communication and Image Representation, 10(4) (1999) 39-62.
[11]
Marr, David: Vision. Freeman, New York. (1982).
[12]
Enser, P.G.B.: Pictorial Information Retrieval. (Progress in Documentation). Journal of Documentation 51(2), (1995) 126-170.
[13]
Armitage, L.H, and Enser, P.G.B.: Analysis of user need in image archives. Journal of Information Science 23(4) (1997) 287-299.
[14]
Ornager, S.: The newspaper image database: empirical supported analysis of users' typology and word association clusters. In Fox, E.A.; Ingwersen, P.; Fidel R.; (eds): SIGIR 95, Proceedings of the 18th International AGM SIGIR ACM, New York, (1995) 212-218.
[15]
Enser, P. and Sandom, C.: Retrieval of Archival Moving Imagery - CBIR Outside the Frame? In: Lew, M.S., Sebe, N. and Eakins, J. P. (eds.): CIVR 2002 - International Conference on Image and Video Retrieval, London, UK. July 18-19, 2002, LNCS Series 2383. Berlin: Springer, (2002) 202-214.
[16]
Markkula, M.; Sormunen, E.: End-user Searching Challenges Indexing Practices in the Digital Newspaper Photo Archive. Information Retrieval 1(4), (2000) 259-285.
[17]
Conniss, L.R; Ashford, L.R; Graham, M.E.: Information Seeking Behaviour in Image Retrieval. VISOR 1 Final Report. Library and Information Commission Research Report 95. Institute for Image Data Research, University of Northumbria at Newcastle' Newcastle upon Tyne, (2000).
[18]
Wellcome Trust: Medical Photographic Library http://medphoto.wellcome.ac.uk
[19]
Hu, B., Dasmahapatra, S., Lewis, P. and Shadbolt, N.: Ontology-based Medical Image Annotation with Description Logics. In Proceedings of The 15th IEEE International Conference on Tools with Artificial Intelligence, Sacramento, CA, USA. (2003).
[20]
Science & Society Picture Library. 〈http://www.scienceandsociety.co.uk〉
[21]
Hauptmann, A., Ng, T.D., and Jin. R. Video retrieval using speech and image information. In Proceedings of Electronic Imaging Conference (EI'03), Storage Retrieval for Multimedia Databases, Santa Clara, CA, USA (2003) 〈http://www.informedia.cs.cmu.edu/ documents/ei03_haupt.pdf〉
[22]
Eakins, J.P.: Design criteria for a shape retrieval system. Computers in Industry 21 (1993) 167-184.
[23]
Corporation of London: Talisweb. http://librarycatalogue.cityoflondon.gov.uk: 8001/
[24]
Eakins, J.P., Boardman, J.M. and Graham, M.E.: Similarity retrieval of trademark images. IEEE Multimedia 5(2), (1998), 53-63.
[25]
Bridgeman Art Library: Bridgeman Art Library - a fine art photographic archive. 〈http://www.bridgeman.co.uk/index.asp〉

Cited By

View all
  • (2017)A path-based model for emotion abstraction on facebook using sentiment analysis and taxonomy knowledgeProceedings of the International Conference on Web Intelligence10.1145/3106426.3109420(947-952)Online publication date: 23-Aug-2017
  • (2012)Energy Conservation for Image Retrieval on Mobile SystemsACM Transactions on Embedded Computing Systems10.1145/2345770.234577911:3(1-22)Online publication date: 1-Sep-2012
  • (2012)The correlation between semantic visual similarity and ontology-based concept similarity in effective web image searchProceedings of the 14th international conference on Web Technologies and Applications10.1007/978-3-642-29426-6_16(125-130)Online publication date: 11-Apr-2012
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image Guide Proceedings
VISUAL'05: Proceedings of the 8th international conference on Visual Information and Information Systems
July 2005
290 pages
ISBN:3540304886

Publisher

Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 05 July 2005

Qualifiers

  • Article

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)0
  • Downloads (Last 6 weeks)0
Reflects downloads up to 24 Sep 2024

Other Metrics

Citations

Cited By

View all
  • (2017)A path-based model for emotion abstraction on facebook using sentiment analysis and taxonomy knowledgeProceedings of the International Conference on Web Intelligence10.1145/3106426.3109420(947-952)Online publication date: 23-Aug-2017
  • (2012)Energy Conservation for Image Retrieval on Mobile SystemsACM Transactions on Embedded Computing Systems10.1145/2345770.234577911:3(1-22)Online publication date: 1-Sep-2012
  • (2012)The correlation between semantic visual similarity and ontology-based concept similarity in effective web image searchProceedings of the 14th international conference on Web Technologies and Applications10.1007/978-3-642-29426-6_16(125-130)Online publication date: 11-Apr-2012
  • (2011)Using expert-derived aesthetic attributes to help users in exploring image databasesProceedings of the 22nd international conference on Database and expert systems applications - Volume Part II10.5555/2033546.2033582(334-349)Online publication date: 29-Aug-2011
  • (2007)Semantic facetsProceedings of the 6th ACM international conference on Image and video retrieval10.1145/1282280.1282320(250-257)Online publication date: 9-Jul-2007

View Options

View options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media