Content-based image retrieval - Approaches and trends of the new age

Ritendra Datta, Jia Li, James Wang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

315 Citations (Scopus)

Abstract

The last decade has witnessed great interest in research on content-based image retrieval. This has paved the way for a large number of new techniques and systems, and a growing interest in associated fields to support such systems. Likewise, digital imagery has expanded its horizon in many directions, resulting in an explosion in the volume of image data required to be organized. In this paper, we discuss some of the key contributions in the current decade related to image retrieval and automated image annotation, spanning 120 references. We also discuss some of the key challenges involved in the adaptation of existing image retrieval techniques to build useful systems that can handle real-world data. We conclude with a study on the trends in volume and impact of publications in the field with respect to venues/journals and sub-topics.

Original languageEnglish (US)
Title of host publicationMIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005
PublisherAssociation for Computing Machinery, Inc
Pages253-262
Number of pages10
ISBN (Electronic)1595932445, 9781595932440
StatePublished - Nov 10 2005
Event7th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2005 - Singapore, Singapore
Duration: Nov 10 2005Nov 11 2005

Publication series

NameMIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005

Other

Other7th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2005
CountrySingapore
CitySingapore
Period11/10/0511/11/05

Fingerprint

Image retrieval
Explosions

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Information Systems
  • Signal Processing
  • Software
  • Media Technology

Cite this

Datta, R., Li, J., & Wang, J. (2005). Content-based image retrieval - Approaches and trends of the new age. In MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005 (pp. 253-262). (MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005). Association for Computing Machinery, Inc.
Datta, Ritendra ; Li, Jia ; Wang, James. / Content-based image retrieval - Approaches and trends of the new age. MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005. Association for Computing Machinery, Inc, 2005. pp. 253-262 (MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005).
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Datta, R, Li, J & Wang, J 2005, Content-based image retrieval - Approaches and trends of the new age. in MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005. MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005, Association for Computing Machinery, Inc, pp. 253-262, 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2005, Singapore, Singapore, 11/10/05.

Content-based image retrieval - Approaches and trends of the new age. / Datta, Ritendra; Li, Jia; Wang, James.

MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005. Association for Computing Machinery, Inc, 2005. p. 253-262 (MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Datta R, Li J, Wang J. Content-based image retrieval - Approaches and trends of the new age. In MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005. Association for Computing Machinery, Inc. 2005. p. 253-262. (MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005).