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Context-aware metadata creation in a heterogeneous mobile environment

Published: 13 June 2005 Publication History

Abstract

With an exponentially-growing amount of digital information, data management is becoming increasingly burdensome for an average user. We propose an enhancement to the existing media-management techniques which utilizes the context available in the surrounding environment around the time a media file is created. This context information is associated with the file to provide enhanced data categorization and searching capabilities. A typical scenario considered in our design involves a heterogeneous environment where users capture digital images using camera-enabled mobile devices, such as iPAQs. Concurrently, these mobile agents also collect environmental data from a variety of sensors and other surrounding wirelessly-enabled devices. At the time of image capture, mobile devices collect and process environmental information, which is then associated with the digital image in the form of metadata. Association of the context with the image makes it possible to build user applications with context-based image classification and query facilities. Our system includes such a GUI application, which provides an image query mechanism based on metadata attributes collected at the time of a picture. Our preliminary evaluation of the system validates successful metadata creation and association with the media files and demonstrates the enhanced searching and classification capabilities using a GUI application.

References

[1]
Gellersen, H. W., Schmidt, A., and Beigl, M. Multi-sensor Context-awareness in Mobile Devices and Smart Artifacts. Mobile Networks and Applications, vol. 7, no. 5 (October 2002), pp. 341--351.
[2]
Gemmell, J., Lueder, R., and Bell, G. Living with a Lifetime Store. ATR Workshop on Ubiquitous Experience Media (September 2003), pp. 69--76.
[3]
Google Image Search. http://images.google.com.
[4]
Handhelds Documentation. http://www.handhelds.org.
[5]
Intel Mote -- Sensor Nets/RFID. http://www.intel.com/research/exploratory/motes.htm.
[6]
Michahelles, F. and Samulowitz, M. Smart CAPs for Smart Its -- Context Detection for Mobile Users. Personal and Ubiquitous Computing, vol. 6, no. 4 (September 2002), pp. 269--275.
[7]
Mote Documentation and Development Information. http://www.cs.berkeley.edu/awoo/smartdust/.
[8]
MyLifeBits Project. http://www.mylifebits.com.
[9]
Sarvas, R., Herrarte, E., Wilhelm, A., and Davis, M. Metadata Creation System for Mobile Images. In Proc. of 2nd ACM/USENIX MobiSys (Boston, MA, June 2004), pp. 36--38.
[10]
Smith, A., Balakrishnan, H., Goraczko, M., and Priyantha, N. Tracking Moving Devices with the Cricket Location System. In Proc. of 2nd ACM/USENIX MobiSys (Boston, MA, June 2004), pp. 190--202.
[11]
Wilhelm, A., Takhteyev, Y., Sarvas, R., Van House, N., and Davis, M. Photo Annotation on a Camera Phone. In Extended Abstracts of CHI 2004 (Vienna, Austria, April 24-29, 2004), pp. 1403--1406.

Cited By

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  • (2014)A crowdsourcing framework for the management of mobile multimedia nature observationsInternational Journal of Pervasive Computing and Communications10.1108/IJPCC-06-2014-003810:3(216-238)Online publication date: 26-Aug-2014
  • (2013)MoM-NOCSProceedings of International Conference on Advances in Mobile Computing & Multimedia10.1145/2536853.2536887(395-404)Online publication date: 2-Dec-2013
  • (2009)Contextual Metadata in PracticeProceedings of the 2009 First International Conference on Advances in Multimedia10.1109/MMEDIA.2009.10(12-17)Online publication date: 20-Jul-2009
  • Show More Cited By

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      cover image ACM Conferences
      NOSSDAV '05: Proceedings of the international workshop on Network and operating systems support for digital audio and video
      June 2005
      210 pages
      ISBN:158113987X
      DOI:10.1145/1065983
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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      Published: 13 June 2005

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      Author Tags

      1. digital image management
      2. heterogeneous wireless network
      3. metadata

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      View all
      • (2014)A crowdsourcing framework for the management of mobile multimedia nature observationsInternational Journal of Pervasive Computing and Communications10.1108/IJPCC-06-2014-003810:3(216-238)Online publication date: 26-Aug-2014
      • (2013)MoM-NOCSProceedings of International Conference on Advances in Mobile Computing & Multimedia10.1145/2536853.2536887(395-404)Online publication date: 2-Dec-2013
      • (2009)Contextual Metadata in PracticeProceedings of the 2009 First International Conference on Advances in Multimedia10.1109/MMEDIA.2009.10(12-17)Online publication date: 20-Jul-2009
      • (2008)Real-World Multimedia SystemsEncyclopedia of Multimedia10.1007/978-0-387-78414-4_195(763-768)Online publication date: 2008

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