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Visualizing attractive periods of popular photo spots using Flickr data

Published:21 July 2013Publication History

ABSTRACT

The popularity of cameras with GPS receivers and the emergence of photo-sharing websites such as Flickr have created enormous collections of photos that are annotated with GPS locations, time-stamps, photographers, etc. Thus, one can obtain a large number of observations of where and when people take photos. Since people tend to take photos when they meet visually interesting things on their sightseeing tours, attention has recently been devoted to constructing sightseeing guide systems that exploit the information revealed by the collective behavior of users in photo-sharing websites (see, e.g., [Lu et al. 2010]). Previous work [Crandall et al. 2009] discovered popular photo spots from a large number of geo-tagged photos, and visualized them with the found representative images on maps.

References

  1. Comaniciu, D., and Meer, P. 2002. Mean shift: a robust approach toward feature space analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence 24, 603--619. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Crandall, D., Backstrom, L., Huttenlocner, D., and Kleinberg, J. 2009. Mapping the world's photos. In Proceedings of the 18th International World Wide Web Conference (WWW'09), 761--770. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. Lu, X., Wang, C., Yang, J., Pang, Y., and Zhang, L. 2010. Photo2trip: generating travel routes from geo-tagged photos for trip planning. In Proc. of MM'10, 143--152. Google ScholarGoogle ScholarDigital LibraryDigital Library

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  • Published in

    cover image ACM Conferences
    SIGGRAPH '13: ACM SIGGRAPH 2013 Posters
    July 2013
    115 pages
    ISBN:9781450323420
    DOI:10.1145/2503385

    Copyright © 2013 ACM

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    New York, NY, United States

    Publication History

    • Published: 21 July 2013

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