Efficient propagation for face annotation in family albums

ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia

Volumn , Issue , 2004, Pages 716-723

  Zhang, Lei ^a   Hu, Yuxiao ^a   Li, Mingjing ^a   Ma, Weiying ^a   Zhang, Hongjiang ^a  

^a MICROSOFT RESEARCH ASIA   (China)

Author keywords

Content based image retrieval; Face annotation; Face recognition; Propagation

Indexed keywords

ALGORITHMS; CONTENT BASED RETRIEVAL; PHOTOGRAPHIC FILMS; PROBLEM SOLVING; SOCIETIES AND INSTITUTIONS; WEB BROWSERS;

FACE ANNOTATION; MAXIMUM A POSTERIORI (MAP); PHOTOGRAPH MANAGEMENT SYSTEMS; PROPAGATION;

FACE RECOGNITION;

EID: 13444303925     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1027527.1027689     Document Type: Conference Paper

References (22)

1. Baker E., "The Mug-Shot Search Problem - A Study of the Eigenface Metric, Search Strategies, and Interfaces in a System for Searching Facial Image Data", Ph.D Thesis, Division of Engineering and Applied Sciences, Harvard University, January, 1999.
2. Barnard, K., P. Duygulu, D. Forsyth, N. de Freitas, D. Blei, and M.I.Jordan, "Matching Words and Pictures", Journal of Machine Learning Research (JMLR), Special Issue on Text and Images, p.l 107-1135, vol. 3, 2003.
3. Chellappa R., Wilson C. L. and Sirohey S., "Human and machine recognition of faces: A survey", In Proc. of IEEE, p. 705, vol.83, May, 1995.
4. Chen L., Hu B., Zhang L., Li M. and H.J. Zhang, "Face annotation for family photo album management", International Journal of Image and Graphics, Vol. 3, No. 1, p.1-14, 2003.
5. Gudivada V. N., Raghavan V. V. and Seetharaman G. S., "An Approach to Interactive Retrieval in Face Image Databases Based on Semantic Attributes", In Third Annual Symposium on Document Analysis and Information Retrieval, Las Vegas, 1993.
6. Hsu R. L., Mottaleb M. A. and Jain A. K., "Face Detection In Color Images", In IEEE Trans. Pattern Analysis and Machine Intelligence, p. 969, 24(5), May, 2002
7. Huang J., Kumar S. R., Mitra M., Zhu W. J. and Zabih R., "Image indexing using color correlograms", In IEEE Conf. on Computer Vision and Pattern Recognition, p. 762, 1997.
8. Li B., Goh K.-S., and Chang E., "Confidence-based Dynamic Ensemble for Image Annotation and Semantics Discovery", in ACM International Conference on Multimedia, pp. 195-206, Berkeley, 2003.
9. Liu H., Xie X., Ma W.Y., Zhang H.J., "Automatic Browsing of Large Pictures on Mobile Devices", in ACM International Conference on Multimedia, Berkeley, 2003.
10. Moghaddam B. and Pentland A., "Probabilistic visual learning for object representation". IEEE Transactions on Pattern Analysis and Machine Intelligence, 19(7), p.696-710, 1997.
11. Navarrete P. and Ruiz-del-Solar J., "Interactive face retrieval using self-organizing maps", In proc. Int. Joint Conf. on Neural Networks (IJCNN), Honolulu, USA, 2002
12. Phillips P.J., et al. "Face Recognition Vendor Test 2002 Evaluation Report", http://www.frvt.org/FRVT2002/Default.htm, 2003.
13. Rui Y., Huang T. S. and Chang S., "Image Retrieval: Current Techniques, Promising Directions and Open Issues", Journal of Visual Communication an Image Representation, p. 39, vol.10, March, 1999.
14. Satoh S., Nakamura Y., and Kanade T., "Name-it: Naming and detecting faces in news videos". IEEE Multimedia, 6(1), p.22-35, January-March 1999
15. Sun Y.F., et al. "MyPhotos - A System for Home Photo Management and Processing", in Proc. ACM Multimedia 2002, December, 2002
16. Viola P. and Jones M. J., "Robust Real-time Object Detection", Technical Report, COMPAQ Cambridge Research Laboratory, Cambridge, MA, Februray, 2001
17. Wang M.Y., Xie X., Ma W.Y., Zhang H.J., "MobiPicture -Browsing Pictures on Mobile Devices", in ACM International Conference on Multimedia, Berkeley, 2003, demo.
18. Xiao R., Li M.J., Zhang H.J., "Robust Multi-Pose Face Detection in Images", IEEE Transactions on Circuits and Systems for Video Technology (CSVT), Special Issue on Biometrics, Volume 14, PARTI, 2004.
19. Yan S.C., et al., "Texture-Constrained Active Shape Models", In Proceedings of The First International Workshop on Generative-Model-Based Vision. Copenhagen, Denmark. May, 2002.
20. Yang M. H., Kriegman D. and Ahuja N., "Detecting Faces in Images: A Survey", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), p. 34, 24(1), 2002
21. Zhang L., Chen L., Li M., Zhang H. "Automated annotation of human faces in family albums", in ACM International Conference on Multimedia, pp.335-358, Berkeley, 2003.
22. Zhao W., Chellappa R., Rosenfeld A. and Phillips P., "Face recognition: A literature survey", Technical Report, Maryland University, CfAR CAR-TR-948, 2000.