Joint people, event, and location recognition in personal photo collections using cross-domain context

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6311 LNCS, Issue PART 1, 2010, Pages 243-256

  Lin, Dahua ^a,b   Kapoor, Ashish ^b   Hua, Gang ^c   Baker, Simon ^b  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b MICROSOFT RESEARCH   (United States)

^c NOKIA RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

LOCATION;

LOCATION RECOGNITION; MULTIPLE DOMAINS; PERSONAL PHOTO COLLECTION; PROBABILISTIC MODELING; RELATION MODELS; SEMI-SUPERVISED; UNIFIED APPROACH; VISION-ASSISTED;

COMPUTER VISION;

EID: 78149322307     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15549-9_18     Document Type: Conference Paper

References (26)

1. Gallagher, A.C., Tsuhan, C.: Using context to recognize people in consumer images. IPSJ Journal 49, 1234-1245 (2008)
2. Zhang, L., Chen, L., Li, M., Zhang, H.: Automated annotation of human faces in family albums. In: 11th ACM Conf. on Multimedia (2003)
3. Davis, M., Smith, M., Canny, J., Good, N., King, S., Janakiraman, R.: Towards context-aware face recognition. In: 13th ACM Conf. on Multimedia (2005)
4. Davis, M., Smith, M., Stentiford, F., Bamidele, A., Canny, J., Good, N., King, S., Janakiraman, R.: Using context and similarity for face and location identification. In: SPIE'06 (2006)
5. Song, Y., Leung, T.: Context-aided human recognition - clustering. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3953, pp. 382-395. Springer, Heidelberg (2006)
6. Naaman, M., Garcia Molina, H., Paepcke, A., Yeh, R.B.: Leveraging context to resolve identity in photo albums. In: ACM/IEEE-CS Joint Conf. on Digi. Lib. (2005)
7. Gallagher, A.C., Tsuhan, C.: Using a markov network to recognize people in consumer images. In: ICIP (2007)
8. Gallagher, A.C., Chen, T.: Using group prior to identify people in consumer images. In: CVPR Workshop on SLAM'07 (2007)
9. Anguelov, D., Lee, K.c., Gokturk, S.B., Sumengen, B.: Contextual identity recognition in personal photo albums. In: CVPR'07 (2007)
10. Kapoor, A., Hua, G., Akbarzadeh, A., Baker, S.: Which faces to tag: Adding prior constraints into active learning. In: ICCV'09 (2009)
11. Torralba, A., Murphy, K.P., Freeman, W.T., Rubin, M.A.: Context-based vision system for place and object recognition. In: ICCV'03 (2003)
12. Torralba, A.: Contextual priming for object detection. Int'l. J. on Computer Vision 53, 169-191 (2003)
13. Rabinovich, A., Vedaldi, A., Galleguillos, C., Wiewiora, E., Belongie, S.: Objects in context. In: ICCV'07 (2007)
14. Galleguillos, C., Rabinovich, A., Belongie, S.: Object categorization using cooccurrence, location and appearance. In: CVPR'08 (2008)
15. Li, L.J., Fei-Fei, L.: What, where and who? classifying events by scene and object recognition. In: CVPR'07 (2007)
16. Li, L.J., Socher, R., Fei-Fei, L.: Towards total scene understanding: Classification, annotation, and segmentation in an automatic framework. In: CVPR'09 (2009)
17. Cao, L., Luo, J., Kautz, H., Huang, T.S.: Annotating collections of photos using hierarchical event and scene models. In: CVPR'08 (2008)
18. Sutton, C., McCallum, A.: An Introduction to Conditional Random Fields for Relational Learning. In: Introduction to Statistical Learning. MIT Press, Cambridge (2007)
19. Wainwright, M.J., Jordan, M.I.: Graphical models, exponential families, and variational inference. Foundations and Trends in Machine Learning 1, 1-305 (2008)
20. Wainwright, M.J., Jaakkola, T., Willsky, A.: A new class of upper bounds on the log partition function. IEEE Transaction on Information Theory 51, 2313-2335 (2005) (Pubitemid 41136395)
21. Byrd, R.H., Lu, P., Nocedal, J.: A limited memory algorithm for bound constrained optimization. SIAM Journal on SSC 16, 1190-1208 (1995)
22. Cui, J., Wen, F., Xiao, R., Tian, Y., Tang, X.: Easyalbum: an interactive photo annotation system based on face clustering and re-ranking. In: SIGCHI, pp. 367-376 (2007)
23. Gallagher, A.C.: Clothing cosegmentation for recognizing people. In: CVPR'08 (2008)
24. Hua, G., Akbarzadeh, A.: A robust elastic and partial matching metric for face recognition. In: ICCV'09 (2009)
25. Rubner, Y., Tomasi, C., Guibas, L.J.: The earth mover's distance as a metric for image retrieval. Int'l. Journal on Computer Vision 40, 99-121 (2000) (Pubitemid 32136368)
26. Schroff, F., Zitnick, C., Baker, S.: Clustering videos by location. In: British Machine Vision Conference (2009)