Propagation of geotags based on object duplicate detection

Peter Vajda, Ivan Ivanov, Jong-Seok Lee, Lutz Goldmann, Touradj Ebrahimi

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

1 Citation (Scopus)

Abstract

In this paper, we consider the use of object duplicate detection for the propagation of geotags from a small set of images with location names (IPTC) to a large set of non-tagged images. The motivation behind this idea is that images of individual locations usually contain specific objects such as monuments, buildings or signs. Therefore, object duplicate detection can be used to establish the correspondence between tagged and non-tagged images. Our recent graph based object duplicate detection approach is adapted for this task. The effectiveness of the approach is demonstrated through a set of experiments considering various locations.

Original languageEnglish
Title of host publicationApplications of Digital Image Processing XXXIII
DOIs
Publication statusPublished - 2010 Dec 1
EventApplications of Digital Image Processing XXXIII - San Diego, CA, United States
Duration: 2010 Aug 22010 Aug 4

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume7798
ISSN (Print)0277-786X

Other

OtherApplications of Digital Image Processing XXXIII
CountryUnited States
CitySan Diego, CA
Period10/8/210/8/4

Fingerprint

Object Detection
Propagation
propagation
Large Set
Correspondence
Object detection
Graph in graph theory
Experiments
Experiment

All Science Journal Classification (ASJC) codes

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

Cite this

Vajda, P., Ivanov, I., Lee, J-S., Goldmann, L., & Ebrahimi, T. (2010). Propagation of geotags based on object duplicate detection. In Applications of Digital Image Processing XXXIII [77980S] (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 7798). https://doi.org/10.1117/12.863484
Vajda, Peter ; Ivanov, Ivan ; Lee, Jong-Seok ; Goldmann, Lutz ; Ebrahimi, Touradj. / Propagation of geotags based on object duplicate detection. Applications of Digital Image Processing XXXIII. 2010. (Proceedings of SPIE - The International Society for Optical Engineering).
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Vajda, P, Ivanov, I, Lee, J-S, Goldmann, L & Ebrahimi, T 2010, Propagation of geotags based on object duplicate detection. in Applications of Digital Image Processing XXXIII., 77980S, Proceedings of SPIE - The International Society for Optical Engineering, vol. 7798, Applications of Digital Image Processing XXXIII, San Diego, CA, United States, 10/8/2. https://doi.org/10.1117/12.863484

Propagation of geotags based on object duplicate detection. / Vajda, Peter; Ivanov, Ivan; Lee, Jong-Seok; Goldmann, Lutz; Ebrahimi, Touradj.

Applications of Digital Image Processing XXXIII. 2010. 77980S (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 7798).

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

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Vajda P, Ivanov I, Lee J-S, Goldmann L, Ebrahimi T. Propagation of geotags based on object duplicate detection. In Applications of Digital Image Processing XXXIII. 2010. 77980S. (Proceedings of SPIE - The International Society for Optical Engineering). https://doi.org/10.1117/12.863484