skip to main content
department
Free access

Sorting through photos

Published: 01 May 2011 Publication History

Abstract

Teaching computers to understand pictures could lead to search engines capable of identifying and organizing large datasets of visual information.

References

[1]
Deng, J., Dong, W., Socher, R., Li, L.-J., Li, K., and Fei-Fei, L. ImageNet: A large-scale hierarchical image database, IEEE Conference on Computer ision and Pattern Recognition, Miami, FL, June 20-25, 2009.
[2]
Crandall, D., Backstrom, L., Huttenlocher, D., and Kleinberg, J. Mapping the world's photos, Proceedings of the 18th International World Wide Web Conference, Madrid, Spain, April 20-24, 2009.
[3]
Hays, J. and Efros, A.A. IM2GPS: estimating geographic information from a single image, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, June 23-28, 2008.
[4]
Torralba, A., Fergus, R., and Freeman, W.T. 80 million tiny images: a large dataset for non-parametric object and scene recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence 30, 11, Nov. 2008.
[5]
Vasconcelos, N. From pixels to semantic spaces: advances in content-based image retrieval, IEEE Computer 40, 7, July 2007.

Cited By

View all

Recommendations

Comments

Information & Contributors

Information

Published In

cover image Communications of the ACM
Communications of the ACM  Volume 54, Issue 5
May 2011
134 pages
ISSN:0001-0782
EISSN:1557-7317
DOI:10.1145/1941487
Issue’s Table of Contents
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]

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 May 2011
Published in CACM Volume 54, Issue 5

Permissions

Request permissions for this article.

Check for updates

Qualifiers

  • Department
  • Popular
  • Un-reviewed

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)297
  • Downloads (Last 6 weeks)95
Reflects downloads up to 15 Feb 2025

Other Metrics

Citations

Cited By

View all

View Options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Digital Edition

View this article in digital edition.

Digital Edition

Magazine Site

View this article on the magazine site (external)

Magazine Site

Login options

Full Access

Figures

Tables

Media

Share

Share

Share this Publication link

Share on social media