Temporal Event Clustering for Digital Photo Collections

ACM Transactions on Multimedia Computing, Communications and Applications

Volumn 1, Issue 3, 2005, Pages 269-288

  Cooper, Matthew ^a   Foote, Jonathan ^a   Girgensohn, Andreas ^a   Wilcox, Lynn ^a  

^a FX PALO ALTO LABORATORY   (United States)

Author keywords

Algorithms; digital libraries; Digital photo organization; Management; temporal media indexing

Indexed keywords

EID: 85016655082     PISSN: 15516857     EISSN: 15516865     Source Type: Journal    
DOI: 10.1145/1083314.1083317     Document Type: Article

References (25)

1. Boreczky, J. and Rowe, L. 1996. Comparison of video shot boundary detection techniques. In SPIE Storage and Retrieval
2. Image and Video Databases. Spie, Press, Bellingham, Wa, 170-179
3. Cooper, M., Foote, J., Girgensohn, A., and Wilcox, L. 2003. Temporal event clustering for digital photo collections. In Proceedings of the 11th ACM International Conference on Multimedia. ACM Press, New York, NY, 364-373
4. Duda, R. and Hart, P. 1973. Pattern Classification and Scene Analysis. Wiley-Interscience, New York
5. Foote, J. 2000. Automatic audio segmentation using a measure of audio novelty. In Proceedings of the IEEE International Conference on Multimedia and Expo. IEEE, Computer Society Press, Los Alamitos, CA, 452-455
6. Frohlich, D., Kuchinsky, A., Pering, C., Don, A., and Ariss, S. 2002. Requirements for photoware. In Proceedings of the ACM Conference on CSCW. ACM Press, New York, NY, 166-175
7. Gargi, U. 2003. Modeling and clustering of photo capture streams. In Proceedings of the 5th ACM SIGMM Workshop on Multimedia Information Retrieval. ACM Press, New York, NY, 47-54
8. Girgensohn, A., Adcock, J., Cooper, M., Foote, J., and Wilcox, L. 2003. Simplifying the management of large photo collections. In Proceedings of Human-Computer Interaction INTERACT '03. IOS Press, Amsterdam, The Netherlands, 196-203
9. Graham, A., Garcia-Molina, H., Paepcke, A., and Winograd, T. 2002. Time as the essence for photo browsing through personal digital libraries. In Proceedings of the Joint Conference on Digital Libraries. ACM Press, New York, NY, 326-335
10. Hartigan, J. 1975. Clustering Algorithms. Wiley & Sons, New York, NY
11. Jaimes, A., Benitez, A. B., Chang, S.-F., and Loui, A. C. 2000. Discovering recurrent visual semantics in consumer photographs. In IEEE International Conference on Image Processing, Vol. 2. IEEE Press, Los Alamitos, CA, 528-531. JEIDA. 1998. Digital Still Camera Image File Format Standard. Japan Electronic Industry Development Association, Tokyo, Japan
12. Kohonen, T. 1989. Self-Organization and Associative Memory. Springer-Verlag, Berlin, Germany
13. Kohonen, T., Kangas, J., Laaksonen, J., and Torkkola, K. 1992. Lvq pak: A program package for the correct application of learning vector quantization algorithms. In International Joint Conference on Neural Networks. ACM Press, New York, NY, 725-730
14. Leung, Y., Zhang, J.-S., and Xu, Z.-B. 2000. Clustering by scale-space filtering. IEEE Trans. Patt. Anal. Mach. Intell. 22, 12, 1396-1410
15. Lim, J.-H., Tian, Q., and Mulhelm, P. 2003. Home photo content modelling for personalized event-based retrieval. IEEE Multimed. 10, 4, 28-37
16. Loui, A. and Savakis, A. 2003. Automatic event clustering and quality screening of comsumer pictures for digital albuming. IEEE Trans. Multimed. 5, 3, 390-402
17. Mills, T., Pye, D., Sinclair, D., and Wood, K. 2000. Shoebox: A digital photo management system. In Technical Report 2000.10. AT&T Laboratories Cambridge, Cambridge, U.K
18. Mojsilovic, A., Gomes, J., and Rogowitz, B. 2002. Isee: Perceptual features for image library navigation. In SPIE Human Vision and Electronic Imaging. SPIE Press, Bellingham, WA, 266-277
19. Naaman, M., Song, Y. J., Paepcke, A., and Garcia-Molina, H. 2004. Automatic organization for digital photographs with geographic coordinates. In Proceedings of the Joint Conference on Digital Libraries. ACM Press, New York, NY, 326-335
20. Platt, J., Czerwinski, M., and Field, B. 2003. Simplifying the management of large photo collections. In Fourth IEEE Pacific Rim Conference on Multimedia. IEEE Press, Los Alamitos, CA, 6-10
21. Rodden, K. 2002. Evaluating similarity-based visualisations as interfaces for image browsing. Ph.D. dissertation. Univeristy of Cambridge, Cambridge, U.K
22. Rodden, K. and Wood, K. 2003. How do people manage their digital photographs? In Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI). ACM Press, New York, NY, 409-416
23. Schwarz, G. 1978. Estimating the dimension of a model. Ann. Statist. 6, 461-464
24. Slaney, M., Ponceleon, D., and Kaufman, J. 2001. Multimedia edges: Finding hierarchy in all dimensions. In ACM International Conference on Multimedia. ACM Press, New York, NY, 29-40
25. Witkin, A. 1984. Scale-space filtering: A new approach to multi-scale description. In IEEE ICASSP, Vol. 9. IEEE Press, Los Alamitos, CA, 150-153