The Community for Technology Leaders
RSS Icon
Subscribe
Issue No.04 - October-December (2010 vol.17)
pp: 36-45
Shawn Newsam , University of California at Merced
ABSTRACT
<p>Leveraging large collections of georeferenced, community-contributed photographs can help solve three knowledge-discovery problems: annotating novel images, annotating geographic locations, and performing geographic discovery.</p>
INDEX TERMS
Georeferenced photographs, volunteered geographic information, multimedia and graphics
CITATION
Shawn Newsam, "Crowdsourcing What Is Where: Community-Contributed Photos as Volunteered Geographic Information", IEEE MultiMedia, vol.17, no. 4, pp. 36-45, October-December 2010, doi:10.1109/MMUL.2010.79
REFERENCES
1. E. Moxley, J. Kleban, and B.S. Manjunath, "SpiritTagger: A Geo-Aware Tag Suggestion Tool Mined from Flickr," Proc. ACM Int'l Conf. Multimedia Information Retrieval, ACM Press, 2008, pp. 24-30.
2. D. Joshi and J. Luo, "Inferring Generic Activities and Events from Image Content and Bags of Geo-Tags," Proc. Int'l Conf. Content-Based Image and Video Retrieval, ACM Press, 2008, pp. 37-46.
3. L. Cao et al., "Annotating Collections of Photos Using Hierarchical Event and Scene Models," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, IEEE CS Press, 2008, pp. 1-8.
4. J. Yu and J. Luo, "Leveraging Probabilistic Season and Location Context Models for Scene Understanding," Proc. Int'l Conf. Content-Based Image and Video Retrieval, IEEE CS Press, 2008, pp. 169-178.
5. M. Naaman et al., "Leveraging Context to Resolve Identity in Photo Albums," Proc. ACM/ IEEE-CS Joint Conf. Digital Libraries, ACM Press, 2005, pp. 178-187.
6. T. Quack, B. Leibe, and L. Van Gool, "World-Scale Mining of Objects and Events from Community Photo Collections," Proc. Int'l Conf. Content-Based Image and Video Retrieval, ACM Press, 2008, pp. 47-56.
7. S. Divvala et al., "An Empirical Study of Context in Object Detection," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, IEEE CS Press, 2009, pp. 1271-1278.
8. J. Hays and A. Efros, "IM2GPS: Estimating Geographic Information from a Single Image," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, IEEE CS Press, 2008, pp. 1-8.
9. N. Jacobs et al., "Geolocating Static Cameras," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, IEEE CS Press, 2007, pp. 1-6.
10. A. Gallagher et al., "Geo-Location Inference from Image Content and User Tags," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, IEEE CS Press, 2009, pp. 55-62.
11. L. Cao et al., "Enhancing Semantic and Geographic Annotation of Web Images via Logistic Canonical Correlation Regression," Proc. ACM Int'l Conf. Multimedia, ACM Press, 2009, pp. 125-134.
12. D. Crandall et al., "Mapping the World's Photos," Proc. Int'l World Wide Web Conf., ACM Press, 2009, pp. 761-770.
13. M. Cristani et al. "Geo-Located Image Analysis Using Latent Representations," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, IEEE CS Press, 2008, pp. 1-8.
14. Y.-T. Zheng et al., "Tour the World: Building a Web-Scale Landmark Recognition Engine," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, IEEE CS Press, 2009, pp. 1085-1092.
15. L. Kennedy and M. Naaman, "Generating Diverse and Representative Image Search Results for Landmarks," Proc. Int'l World Wide Web Conf., ACM Press, 2008, pp. 297-306.
16. L. Kennedy et al., "How Flickr Helps Us Make Sense of the World: Context and Content in Community-Contributed Media Collections," Proc. ACM Int'l Conf. Multimedia, ACM Press, 2007, pp. 631-640.
17. T. Rattenbury and M. Naaman, "Methods for Extracting Place Semantics from Flickr Tags," ACM Trans. on the Web, vol. 3, no. 1, 2009, pp. 1-30.
18. W.-C. Chen et al., "Visual Summaries of Popular Landmarks from Community Photo Collections," Proc. ACM Int'l Conf. Multimedia, ACM Press, 2009, pp. 789-792.
19. K. Yanai, K. Yaegashi, and B. Qiu, "Detecting Cultural Differences Using Consumer-Generated Geotagged Photos," Proc. Int'l Workshop on Location and the Web, ACM Press, 2009, pp. 1-4.
20. D. Leung and S. Newsam, "Proximate Sensing: Inferring What-Is-Where from Georeferenced Photo Collections," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, IEEE CS Press, 2010, pp. 1-8.
12 ms
(Ver 2.0)

Marketing Automation Platform Marketing Automation Tool