Abstract
The recent popularity of digital cameras has posed a new problem: how to efficiently store and retrieve the very large number of digital photos captured and chaotically stored in multiple locations without any annotation. This paper proposes an infrastructure, called PhotoGeo, which aims at helping users with the people photo annotation, event photo annotation, storage and retrieval of personal digital photos. To achieve the desired objective, PhotoGeo uses new algorithms that make it possible to annotate photos with the key metadata to facilitate their retrieval, such as: the people who were shown in the photo (who); where it was captured (where); the date and time of capture (when); and the event that was captured. The paper concludes with a detailed evaluation of these algorithms.
Similar content being viewed by others
References
Ames M, Eckle D, Naaman M, Spasojevic M, House NV (2010) Requirements for mobile photoware. Personal and Ubiquitous Computing 14(2):95–109
Baptista CS, Kemp Z (2000) An integrated metamodel for knowledge representation in geolibraries. In: Proceedings of the IEEE Advances on Digital Libraries, Washington D.C., USA, pp 151–159
Cooper M, Foote J, Girgensohn A, Wilcox L (2005) Temporal event clustering for digital photo collections. ACM Transactions on Multimedia Computing, Communications, and Applications 1(3):269–288
Davis M, King S, Good N, Sarvas R (2004) From context to content: leveraging context to infer media metadata. In: Proceedings of the 12th Annual ACM International Conference on Multimedia, New York, USA, pp 188–195
Ester M, Kriegel HP, Sander J, Xu X (1996) A density-based algorithm for discovering clusters in large spatial databases with noise. In: Proceedings of the Second International Conference on Knowledge Discovery and Data Mining, Portland, USA, pp 226–231
Figueirêdo HF, Silva TE, Paiva AC, Queiroz JER, Baptista CS (2010) Infrastructures for development of context-aware mobile applications. Handbook of research on mobility and computing: evolving technologies and ubiquitous impacts. IGI Global
Frohlich D, Kuchinsky A, Pering C, Don A, Ariss S (2002) Requirements for photoware. In: Proceedings of the 2002 ACM Conference on Computer Supported Cooperative Work, New Orleans, USA, pp 166–175
Goodchild MF, Hill LL (2008) Introduction to digital gazetteer research. International Journal of Geographical Information Science 22(10):1039–1044
Graham A, Garcia-Molina H, Paepcke A, Winograd T (2002) Time as essence for photo browsing through personal digital libraries. In: Proceedings of the 2nd ACM/IEEE-CS Joint Conference on Digital Libraries, Portland, USA, pp 326–335
JEITA CP-3451 (2002) Exchangeable image file format for digital still cameras: Exif Version 2.2. Japan Electronics and Information Technology Industries Association. http://www.exif.org. Accessed 13 March 2010
MacQueen JB (1967) Some Methods for classification and analysis of multivariate observations. In: Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and Probability, Berkeley, USA, pp 281–297
Naaman M, Harada S, Wang Q, Garcia-Molina H, Paepcke A (2004) Context data in geo-referenced digital photo collections. In: Proceedings of the 12th Annual ACM International Conference on Multimedia, New York, USA, pp 196–203
Naaman M, Yeh RB, Garcia-Molina H, Paepcke A (2005) Leveraging context to resolve identity in photo albums. In: Proceedings of the 5th ACM/IEEE-CS Joint Conference on Digital Libraries, Denver, USA, pp 178–187
O’Hare N, Smeaton AF (2009) Context-aware person identification in personal photo collections. IEEE Transactions on Multimedia 11(2):220–228
Pham T, Maillot NE, Lim J, Chevallet J (2007) Latent semantic fusion model for image retrieval and annotation. In: Proceedings of the 16th ACM Conference on Information and Knowledge Management, Lisboa, Portugal, pp 439–444
Rodden K, Wood KR (2003) How do people manage their digital photos? In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Ft. Lauderdale, USA, pp 409–416
Toyama K, Logan R, Roseway A (2003) Geographic location tags on digital images. In: Proceedings of the Eleventh ACM International Conference on Multimedia, Berkeley, USA, pp 156–166
Viana W, Miron A, Moisuc B, Gensel J, Villanova-Oliver M, Martin H (2010) Towards the semantic and context-aware management of mobile multimedia. Multimedia Tools and Applications (Online First):1–39
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
de Figueirêdo, H.F., Lacerda, Y.A., de Paiva, A.C. et al. PhotoGeo: a photo digital library with spatial-temporal support and self-annotation. Multimed Tools Appl 59, 279–305 (2012). https://doi.org/10.1007/s11042-011-0745-x
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11042-011-0745-x