Proximate sensing: Inferring what-is-where from georeferenced photo collections

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2010, Pages 2955-2962

  Leung, Daniel ^a   Newsam, Shawn ^a  

^a Embedded Systems and Automation Laboratory   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ACCURACY; GEOGRAPHIC REGIONS; GEOREFERENCED PHOTOS; LAND COVER; LAND COVER CLASSIFICATION; PHOTO-SHARING SITES; TRAINING DATA;

LANDFORMS; PHOTOGRAPHY;

COMPUTER VISION;

EID: 77956008544     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2010.5540040     Document Type: Conference Paper

References (12)

1. Flickr Photo Sharing. http://www.flickr.com.
2. Geograph British Isles Project. http://www.geograph.org.uk.
3. Panoramio Photo Sharing. http://www.panoramio.com.
4. D. Crandall, L. Backstrom, D. Huttenlocher, and J. Kleinberg. Mapping the world's photos. In Proceedings of the International World Wide Web Conference, 2009.
5. J. Hays and A. Efros. IM2GPS: estimating geographic information from a single image. In Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, pages 1-8, 2008.
6. R. Lienhart and J. Maydt. An extended set of Haar-like features for rapid object detection. In Proceedings of the IEEE International Conference on Image Processing, pages 900-903, 2002.
7. B. S. Manjunath, J. R. Ohm, V. V. Vasudevan, and A. Yamada. Color and texture descriptors. IEEE Transactions on Circuits and Systems for Video Technology, 11:703-715, 1998.
8. E. Moxley, J. Kleban, and B. S. Manjunath. SpiritTagger: a geo-aware tag suggestion tool mined from Flickr. In Proceedings of the ACM International Conference on Multimedia Information Retrieval, pages 24-30, 2008.
9. A. Oliva and A. Torralba. Modeling the shape of the scene: A holistic representation of the spatial envelope. International Journal of Computer Vision, 42(3):145-175, 2001.
10. T. Quack, B. Leibe, and L. Van Gool. World-scale mining of objects and events from community photo collections. In Proceedings of the International Conference on Content-based Image and Video Retrieval, pages 47-56, 2008.
11. W. Tobler. A computer movie simulating urban growth in the Detroit region. Economic Geography, 46(2):234-240, 1970.
12. P. Viola and M. Jones. Rapid object detection using a boosted cascade of simple features. In Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, pages 511-518, 2001.