|
ABSTRACT
We describe an end-to-end system that capitalizes on geographic location tags for digital photographs. The World Wide Media eXchange (WWMX) database indexes large collections of image media by several pieces of metadata including timestamp, owner, and critically, location stamp. The location where a photo was shot is important because it says much about its semantic content, while being relatively easy to acquire, index, and search.The process of building, browsing, and writing applications for such a database raises issues that have heretofore been un- addressed in either the multimedia or the GIS community. This paper brings all of these issues together, explores different options, and offers novel solutions where necessary. Topics include acquisition of location tags for image media, data structures for location tags on photos, database optimization for location-tagged image media, and an intuitive UI for browsing a massive location-tagged image database. We end by describing an application built on top of the WWMX, a lightweight travelogue-authoring tool that automatically creates appropriate context maps for a slideshow of location-tagged photographs.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
| |
1
|
|
| |
2
|
Bahl, P. and V.N. Padmanabhan. RADAR: An In-Building RF-Based Location and Tracking System. in IEEE INFOCOM 2000. 2000. Tel-Aviv, Israel.
|
| |
3
|
Bederson, B. B. PhotoMesa: A Zoomable Image Browser Using Quantum Treemaps and Bubblemaps. CHI Letters, 3(2):71--80, 2001.
|
 |
4
|
J. J. Cadiz , Gina Venolia , Gavin Jancke , Anoop Gupta, Designing and deploying an information awareness interface, Proceedings of the 2002 ACM conference on Computer supported cooperative work, November 16-20, 2002, New Orleans, Louisiana, USA
[doi> 10.1145/587078.587122]
|
| |
5
|
|
| |
6
|
|
| |
7
|
|
| |
8
|
Dutton, G. Encoding and handling geospatial data with hierarchical triangular meshes. In Kraak, M.J. and Molenaar, M. (eds.) Advances in GIS Research II. London: Taylor & Francis, pp. 505--518, 1996.
|
| |
9
|
|
| |
10
|
Dykes J.A., (1999) Interactive Maps for Exploratory Spatial Data Analysis: Cartographic Visualization - Approach, Implementation and Application, Ph.D. Thesis University of Leicester, UK
|
| |
11
|
EXIF Standard. http://www.exif.org/specifications.html.
|
 |
12
|
Jim Gemmell , Gordon Bell , Roger Lueder , Steven Drucker , Curtis Wong, MyLifeBits: fulfilling the Memex vision, Proceedings of the tenth ACM international conference on Multimedia, December 01-06, 2002, Juan-les-Pins, France
[doi> 10.1145/641007.641053]
|
| |
13
|
Google Image Search. <http://images.google.com>.
|
 |
14
|
|
| |
15
|
|
| |
16
|
Longley, P. A., Goodchild, M. F., Maguire, D. J. Rhind, D. W., Geographic Information Systems and Science. John Wiley & Sons, 2001.
|
| |
17
|
Mainichi Daily News article, http://mdn.mainichi.co.jp/ news/archive/200203/21/20020321p2a00m0fp003000c.html, March 21, 2002.
|
| |
18
|
MapPoint online maps. http://www.mappoint.com.
|
| |
19
|
Monmonier, M., Mapping It Out: Expository Cartography for the Humanities and Social Sciences. University of Chicago Press, Chicago IL, 1993.
|
| |
20
|
Morris, B. CARTO-NET: Graphic retrieval and management in an automated map library. Special Libraries Association, Geography and Map Division Bulletin, 152:19--35, 1988.
|
| |
21
|
North, C., Shneiderman, B., "A taxonomy of multiple window coordinations", University of Maryland, Dept. of Computer Science Tech Report, #CS-TR-3854, 1997.
|
| |
22
|
Red Hen MediaMapper. http://www.mediamapper.com
|
| |
23
|
|
| |
24
|
Rui, Y., Huang, T.S., and Chang, S. F., 1999. Image retrieval: current techniques, promising directions and open issues, Journal of Visual Communication and Image Representation , Vol. 10, pp.39--62.
|
| |
25
|
Sahr, K. and White, D., Discrete Global Grid Systems. In Proc. 13th Symp. Interface, Comp. Sci. & Stat. 269-78, 1998.
|
| |
26
|
|
| |
27
|
|
| |
28
|
USGS UTM fact sheet. http://mac.usgs.gov/mac/isb/ pubs/factsheets/fs07701.html.
|
| |
29
|
|
| |
30
|
World Wide Media eXchange. http://wwmx.org.
|
CITED BY 51
|
|
|
|
|
Risto Sarvas , Erick Herrarte , Anita Wilhelm , Marc Davis, Metadata creation system for mobile images, Proceedings of the 2nd international conference on Mobile systems, applications, and services, June 06-09, 2004, Boston, MA, USA
|
|
|
Mor Naaman , Yee Jiun Song , Andreas Paepcke , Hector Garcia-Molina, Automatic organization for digital photographs with geographic coordinates, Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries, June 07-11, 2004, Tuscon, AZ, USA
|
|
|
Frank Allan Hansen , Niels Olof Bouvin , Bent G. Christensen , Kaj Grønbæk , Torben Bach Pedersen , Jevgenij Gagach, Integrating the web and the world: contextual trails on the move, Proceedings of the fifteenth ACM conference on Hypertext and hypermedia, August 09-13, 2004, Santa Cruz, CA, USA
|
|
|
Jim Gemmell , Lyndsay Williams , Ken Wood , Roger Lueder , Gordon Bell, Passive capture and ensuing issues for a personal lifetime store, Proceedings of the the 1st ACM workshop on Continuous archival and retrieval of personal experiences, October 15-15, 2004, New York, New York, USA
|
|
|
Risto Sarvas , Mikko Viikari , Juha Pesonen , Hanno Nevanlinna, MobShare: controlled and immediate sharing of mobile images, Proceedings of the 12th annual ACM international conference on Multimedia, October 10-16, 2004, New York, NY, USA
|
|
|
Marc Davis , Simon King , Nathan Good , Risto Sarvas, From context to content: leveraging context to infer media metadata, Proceedings of the 12th annual ACM international conference on Multimedia, October 10-16, 2004, New York, NY, USA
|
|
|
Rahul Singh , Rachel Knickmeyer , Punit Gupta , Ramesh Jain, Designing experiential environments for management of personal multimedia, Proceedings of the 12th annual ACM international conference on Multimedia, October 10-16, 2004, New York, NY, USA
|
|
|
|
|
|
Mor Naaman , Ron B. Yeh , Hector Garcia-Molina , Andreas Paepcke, Leveraging context to resolve identity in photo albums, Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries, June 07-11, 2005, Denver, CO, USA
|
|
|
Neil O'Hare , Cathal Gurrin , Hyowon Lee , Noel Murphy , Alan F. Smeaton , Gareth J.F. Jones, My digital photos: where and when?, Proceedings of the 13th annual ACM international conference on Multimedia, November 06-11, 2005, Hilton, Singapore
|
|
|
Mor Naaman , Susumu Harada , QianYing Wang , Hector Garcia-Molina , Andreas Paepcke, Context data in geo-referenced digital photo collections, Proceedings of the 12th annual ACM international conference on Multimedia, October 10-16, 2004, New York, NY, USA
|
|
|
Cathal Gurrin , Gareth J. F. Jones , Hyowon Lee , Neil O'Hare , Alan F. Smeaton , Noel Murphy, Mobile access to personal digital photograph archives, Proceedings of the 7th international conference on Human computer interaction with mobile devices & services, September 19-22, 2005, Salzburg, Austria
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Hao Liu , Xing Xie , Xiaoou Tang , Zhi-Wei Li , Wei-Ying Ma, Effective browsing of web image search results, Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval, October 15-16, 2004, New York, NY, USA
|
|
|
|
|
|
Alexandar Jaffe , Mor Naaman , Tamir Tassa , Marc Davis, Generating summaries and visualization for large collections of geo-referenced photographs, Proceedings of the 8th ACM international workshop on Multimedia information retrieval, October 26-27, 2006, Santa Barbara, California, USA
|
|
|
|
|
|
|
|
|
|
|
|
Neil O'Hare , Cathal Gurrin , Gareth J. F. Jones , Hyowon Lee , Noel E. O'Connor , Alan F. Smeaton, Using text search for personal photo collections with the MediAssist system, Proceedings of the 2007 ACM symposium on Applied computing, March 11-15, 2007, Seoul, Korea
|
|
|
Shane Ahern , Mor Naaman , Rahul Nair , Jeannie Hui-I Yang, World explorer: visualizing aggregate data from unstructured text in geo-referenced collections, Proceedings of the 2007 conference on Digital libraries, June 18-23, 2007, Vancouver, BC, Canada
|
|
|
|
|
|
|
|
|
Chih-Chieh Liu , Chun-Hsiang Huang , Wei-Ta Chu , Ja-Ling Wu, ITEMS: intelligent travel experience management system, Proceedings of the international workshop on Workshop on multimedia information retrieval, September 24-29, 2007, Augsburg, Bavaria, Germany
|
|
|
|
|
|
Lyndon Kennedy , Mor Naaman , Shane Ahern , Rahul Nair , Tye Rattenbury, How flickr helps us make sense of the world: context and content in community-contributed media collections, Proceedings of the 15th international conference on Multimedia, September 25-29, 2007, Augsburg, Germany
|
|
|
|
|
|
|
|
|
Andrea Bellucci , Stefano Levialdi Ghiron , Ignacio Aedo , Alessio Malizia, Visual tag authoring: picture extraction via localized, collaborative tagging, Proceedings of the working conference on Advanced visual interfaces, May 28-30, 2008, Napoli, Italy
|
|
|
|
|
|
|
|
|
Sean Kandel , Andreas Paepcke , Martin Theobald , Hector Garcia-Molina , Eric Abelson, Photospread: a spreadsheet for managing photos, Proceeding of the twenty-sixth annual SIGCHI conference on Human factors in computing systems, April 05-10, 2008, Florence, Italy
|
|
|
|
|
|
Amy Hwang , Shane Ahern , Simon King , Mor Naaman , Rahul Nair , Jeannie Yang, Zurfer: mobile multimedia access in spatial, social and topical context, Proceedings of the 15th international conference on Multimedia, September 25-29, 2007, Augsburg, Germany
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Yi Hsuan Yang , Po Tun Wu , Ching Wei Lee , Kuan Hung Lin , Winston H. Hsu , Homer H. Chen, ContextSeer: context search and recommendation at query time for shared consumer photos, Proceeding of the 16th ACM international conference on Multimedia, October 26-31, 2008, Vancouver, British Columbia, Canada
|
|
|
Johannes Kopf , Boris Neubert , Billy Chen , Michael Cohen , Daniel Cohen-Or , Oliver Deussen , Matt Uyttendaele , Dani Lischinski, Deep photo: model-based photograph enhancement and viewing, ACM Transactions on Graphics (TOG), v.27 n.5, December 2008
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|