More Web Proxy on the site http://driver.im/

Article

Context data in geo-referenced digital photo collections

Authors:

Hector Garcia-Molina,

Andreas PaepckeAuthors Info & Claims

MULTIMEDIA '04: Proceedings of the 12th annual ACM international conference on Multimedia

Pages 196 - 203

https://doi.org/10.1145/1027527.1027573

Published: 10 October 2004 Publication History

Abstract

Given time and location information about digital photographs we can automatically generate an abundance of related contextual metadata, using off-the-shelf and Web-based data sources. Among these are the local daylight status and weather conditions at the time and place a photo was taken. This metadata has the potential of serving as memory cues and filters when browsing photo collections, especially as these collections grow into the tens of thousands and span dozens of years.

We describe the contextual metadata that we automatically assemble for a photograph, given time and location, as well as a browser interface that utilizes that metadata. We then present the results of a user study and a survey that together expose which categories of contextual metadata are most useful for recalling and finding photographs. We identify among still unavailable metadata categories those that are most promising to develop next.

References

[1]

J. Ashley, M. Flickner, J. Hafner, D. Lee, W. Niblack, and D. Petkovic. The query by image content (QBIC) system. In Proceedings of the International Conference on Management of Data (SIGMOD). ACM Press, 1995.

Digital Library

[2]

B. B. Bederson. Photomesa: a zoomable image browser using quantum treemaps and bubblemaps. In Proceedings of the 14th annual ACM symposium on User interface software and technology, pages 71--80. ACM Press, 2001.

Digital Library

[3]

V. Bush. As we may think. The Atlantic Monthly, July 1945.

[4]

M. Cooper, J. Foote, A. Girgensohn, and L. Wilcox. Temporal event clustering for digital photo collections. In Proceedings of the eleventh ACM international conference on Multimedia. ACM Press, 2003.

Digital Library

[5]

J. Gemmell, G. Bell, R. Lueder, S. Drucker, and C. Wong. MyLifeBits: fulfilling the Memex vision. In Proceedings of the tenth ACM international conference on Multimedia, pages 235--238. ACM Press, 2002.

Digital Library

[6]

A. Graham, H. Garcia-Molina, A. Paepcke, and T. Winograd. Time as essence for photo browsing through personal digital libraries. In Proceedings of the Second ACM/IEEE-CS Joint Conference on Digital Libraries, 2002. Available at http://dbpubs.stanford.edu/pub/2002-4.

Digital Library

[7]

S. Harada, M. Naaman, Y. J. Song, Q. Wang, and A. Paepcke. Lost in memories: Interacting with large photo collections on PDAs. In Proceedings of the Fourth ACM/IEEE-CS Joint Conference on Digital Libraries, 2004.

Digital Library

[8]

L. L. Hill, J. Frew, and Q. Zheng. Geographic names - the implementation of a gazetteer in a georeferenced digital library. CNRI D-Lib Magazine, January 1999.

[9]

E. Hjelmas and B. K. Low. Face detection: a survey. Computer Vision and Image Understanding, 83(3):236 -- 74, SEP 2001.

Digital Library

[10]

J. Luo and A. Savakis. Indoor vs. outdoor classification of consumer photographs. In Proceedings of the international conference on Image Processing (ICIP), 2001.

[11]

M. Naaman, S. Harada, Q. Wang, and A. Paepcke. Adventures in space and time: Browsing personal collections of geo-referenced digital photographs. Technical report, Stanford University, April 2004. Submitted for Publication.

[12]

M. Naaman, A. Paepcke, and H. Garcia-Molina. From where to what: Metadata sharing for digital photographs with geographic coordinates. In 10th International Conference on Cooperative Information Systems (CoopIS), 2003.

[13]

M. Naaman, Y. J. Song, A. Paepcke, and H. Garcia-Molina. Automatic organization for digital photographs with geographic coordinates. In Proceedings of the Fourth ACM/IEEE-CS Joint Conference on Digital Libraries, 2004.

Digital Library

[14]

K. Rodden and K. R. Wood. How do people manage their digital photographs? In Proceedings of the conference on Human factors in computing systems, pages 409--416. ACM Press, 2003.

Digital Library

[15]

R. Sarvas, E. Herrarte, A. Wilhelm, and M. Davis. Metadata creation system for mobile images. In Proceedings of the 2nd international conference on Mobile systems, applications, and services, pages 36--48. ACM Press, 2004.

Digital Library

[16]

B. Shneiderman and H. Kang. Direct annotation: A drag-and-drop strategy for labeling photos. In Proceedings of the International Conference on Information Visualization, May 2000.

Digital Library

[17]

K. Toyama, R. Logan, and A. Roseway. Geographic location tags on digital images. In Proceedings of the eleventh ACM international conference on Multimedia, pages 156--166. ACM Press, 2003.

Digital Library

[18]

R. C. Veltkamp and M. Tanase. Content-based image retrieval systems: A survey. Technical Report TR UU-CS-2000-34 (revised version), Department of Computing Science, Utrecht University, October 2002.

[19]

W. Wagenaar. My memory: A study of autobiographical memory over six years. Cognitive psychology, 18:225--252, 1986.

[20]

K.-P. Yee, K. Swearingen, K. Li, and M. Hearst. Faceted metadata for image search and browsing. In Proceedings of the conference on Human factors in computing systems, pages 401--408. ACM Press, 2003.

Digital Library

Cited By

Ochoa-Zezzatti AMuñoz-Arteaga JSampaio PRodríguez Peralta L(2022)Specified Ontologies in User Tags to Graphical User Interface Hedonistic Type Based on Sentiment AnalysisHuman-Computer Interaction10.1007/978-3-030-92325-9_14(178-191)Online publication date: 1-Jan-2022
https://doi.org/10.1007/978-3-030-92325-9_14
Hossain NJenia TRahman MAnonta SHasan K(2020)A Context-Based Searching Technique by Extraction and Fusion of Metadata of Digital PhotosProceedings of the International Conference on Computing Advancements10.1145/3377049.3377061(1-7)Online publication date: 10-Jan-2020
https://dl.acm.org/doi/10.1145/3377049.3377061
Noor MHabiba U(2019)Photo Annotation: A Study on Automatic Photo Management Based on Contextual Information2019 5th International Conference on Advances in Electrical Engineering (ICAEE)10.1109/ICAEE48663.2019.8975677(183-188)Online publication date: Sep-2019
https://doi.org/10.1109/ICAEE48663.2019.8975677
Show More Cited By

Index Terms

Context data in geo-referenced digital photo collections
1. Information systems
  1. Information systems applications
    1. Multimedia information systems

Recommendations

Leveraging context to resolve identity in photo albums
JCDL '05: Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries

Our system suggests likely identity labels for photographs in a personal photo collection. Instead of using face recognition techniques, the system leverages automatically available context, like the time and location where the photos were taken.Based ...
Geo-referenced Tourist Attraction Photo Tagging by Mining Community Photo Collections
Advances in Multimedia Information Processing – PCM 2013
Abstract
The advent of photo sharing sites like Flickr has drastically increased the volume of community photo collections on the web. Also the rising popularity of the mobile devices with GPS cameras like iPhone has made most of the photos geo-tagged. ...
Generating summaries for large collections of geo-referenced photographs
WWW '06: Proceedings of the 15th international conference on World Wide Web

We describe a framework for automatically selecting a summary set of photographs from a large collection of geo-referenced photos. The summary algorithm is based on spatial patterns in photo sets, but can be expanded to support social, temporal, as well ...

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences

MULTIMEDIA '04: Proceedings of the 12th annual ACM international conference on Multimedia

October 2004

1028 pages

ISBN:1581138938

DOI:10.1145/1027527

General Chairs:
Henning Schulzrinne
Columbia University
,
Nevenka Dimitrova
Philips Research
,
Program Chairs:
Angela Sasse
UCL
,
Sue Moon
KAIST
,
Rainer Lienhart
U Augsburg

Copyright © 2004 ACM.

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]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 10 October 2004

Permissions

Request permissions for this article.

Request Permissions

Check for updates

Author Tags

Qualifiers

Article

Conference

MM04

Sponsor:

MM04: 2004 12th Annual ACM International Conference on Multimedia

October 10 - 16, 2004

NY, New York, USA

Acceptance Rates

Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

113
Total Citations
View Citations
1,609
Total Downloads

Downloads (Last 12 months)15
Downloads (Last 6 weeks)1

Reflects downloads up to 10 Dec 2024

Other Metrics

View Author Metrics

Citations

Cited By

Ochoa-Zezzatti AMuñoz-Arteaga JSampaio PRodríguez Peralta L(2022)Specified Ontologies in User Tags to Graphical User Interface Hedonistic Type Based on Sentiment AnalysisHuman-Computer Interaction10.1007/978-3-030-92325-9_14(178-191)Online publication date: 1-Jan-2022
https://doi.org/10.1007/978-3-030-92325-9_14
Hossain NJenia TRahman MAnonta SHasan K(2020)A Context-Based Searching Technique by Extraction and Fusion of Metadata of Digital PhotosProceedings of the International Conference on Computing Advancements10.1145/3377049.3377061(1-7)Online publication date: 10-Jan-2020
https://dl.acm.org/doi/10.1145/3377049.3377061
Noor MHabiba U(2019)Photo Annotation: A Study on Automatic Photo Management Based on Contextual Information2019 5th International Conference on Advances in Electrical Engineering (ICAEE)10.1109/ICAEE48663.2019.8975677(183-188)Online publication date: Sep-2019
https://doi.org/10.1109/ICAEE48663.2019.8975677
Jaffali SJamoussi SKhelifi NHamadou A(2019)Survey on Social Networks Data AnalysisInnovations for Community Services10.1007/978-3-030-37484-6_6(100-119)Online publication date: 15-Dec-2019
https://doi.org/10.1007/978-3-030-37484-6_6
Selvam SBalakrishnan RRamakrishnan B(2018)Ontology With Hybrid Clustering Approach for Improving the Retrieval Relevancy in Social Event DetectionInternational Journal on Semantic Web & Information Systems10.4018/IJSWIS.201810010214:4(33-56)Online publication date: 1-Oct-2018
https://dl.acm.org/doi/10.4018/IJSWIS.2018100102
Alsina AGiró XGurrin CGurrin CSchoeffmann KJoho HDang-Nguyen DRiegler MPiras L(2018)An Interactive Lifelog Search Engine for LSC2018Proceedings of the 2018 ACM Workshop on The Lifelog Search Challenge10.1145/3210539.3210546(30-32)Online publication date: 6-Jun-2018
https://dl.acm.org/doi/10.1145/3210539.3210546
Wang PSun LSmeaton AGurrin CYang S(2018)Computer Vision for LifeloggingComputer Vision for Assistive Healthcare10.1016/B978-0-12-813445-0.00009-5(249-282)Online publication date: 2018
https://doi.org/10.1016/B978-0-12-813445-0.00009-5
Andrade DMaia LFigueirêdo HViana WTrinta FSouza Baptista C(2018)Photo annotationMultimedia Tools and Applications10.1007/s11042-016-4281-677:1(423-457)Online publication date: 1-Jan-2018
https://dl.acm.org/doi/10.1007/s11042-016-4281-6
Bolanos MDimiccoli MRadeva P(2017)Toward Storytelling From Visual Lifelogging: An OverviewIEEE Transactions on Human-Machine Systems10.1109/THMS.2016.2616296(1-14)Online publication date: 2017
https://doi.org/10.1109/THMS.2016.2616296
Tseng HLee CLin CChou P(2017)IoT Metadata Creation System for Mobile Images and Its Applications2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)10.1109/SOSE.2017.18(63-68)Online publication date: Apr-2017
https://doi.org/10.1109/SOSE.2017.18
Show More Cited By

View Options

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Full Access

Get this Publication

View options

PDF

View or Download as a PDF file.

eReader

View online with eReader.

Media

Figures

Other

Tables

View Table of Contents