Face annotation for personal photos using context-assisted face recognition

Proceedings of the 1st International ACM Conference on Multimedia Information Retrieval, MIR2008, Co-located with the 2008 ACM International Conference on Multimedia, MM'08

Volumn , Issue , 2008, Pages 44-51

  Choi, Jae Young ^a   Yang, Seungji ^a   Ro, Yong Man ^a   Plataniotis, Konstantinos N ^b  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

^b UNIVERSITY OF TORONTO   (Canada)

Author keywords

Context; Face annotation; Face recognition; Personal photos

Indexed keywords

AUTOMATIC ANNOTATION; CLUSTERING METHODS; CONTEXT; CONTEXTUAL INFORMATION; FACE ANNOTATION; FACIAL IMAGES; LEVEL FUSION; MULTIMEDIA INFORMATION RETRIEVAL; ORDER OF MAGNITUDE; POTENTIAL APPLICATIONS;

INFORMATION RETRIEVAL; INFORMATION SERVICES; METHOD OF MOMENTS; MOTION PICTURE EXPERTS GROUP STANDARDS; MULTIMEDIA SYSTEMS;

FACE RECOGNITION;

EID: 70450280734     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1460096.1460106     Document Type: Conference Paper

References (19)

1. K. Rodden and K. R. Wood, "How do people manage their digital photographs, " Proc. of ACM. on Human Factors in Computing Systems, 2003.
2. A. Girgensohh, J. Adcock, and L. Wilcox, "Leveraging Face Recognition Technology to Find and Organize Photos, " Proc. of ACM conf. on MIR, 2004.
3. R. Chellappa, C. L. Wilson, and S. Sirohey, "Human and Machine Recognition of Faces: A Survey, " Proc. IEEE, vol. 83, no. 5, pp. 705-740, 1995.
4. B. Suh and B.B. Bederson, "Semi-automatic photo annotation strategies using event based clustering and clothing based person recognition, " International Journal of Interacting with Computers, vol. 19, no. 2, pp. 524-544, 2007.
5. L. Zhang, Y. Hu, M. Li, W. Ma, and H.J. Zhang, "Efficient Propagation for Face Annotation in Family Albums, " Proc. of ACM conf. on MM, 2004.
6. L. Chen, B. Hu, L. Zhang, M. Li, and H.J. Zhang, "Face annotation for family photo album management, " International Journal of Image and Graphics, vol. 3, no. 1, pp. 1-14, 2003.
7. S. Cooray et al., "Identifying Person Re-occurrences for Personal Photo Management Applications, " Proc. of IEEE conf. on VIE, 2006.
8. A. Jain, K. Nandakumar, and A. Ross, "Score normalization in multimodal biometric systems, " Pattern Recognit., vol. 38, no. 12, pp. 2270-2285, 2005.
9. J. Yang, J.Y. Yang, D. Zhang, and J.F Lu, "Feature Fusion: Parallel Strategy vs. Serial Strategy, " Pattern Recognit, vol. 36, no. 2, pp. 1369-1381, 2003.
10. M.A. Turk and A.P. Pentland, "Eigenfaces for Recognition, " J. Cognitive Neurosci., vol. 3, no. 1, pp. 71-86, 1991.
11. P.N. Belhumeur, J.P. Hesphanha, and D.J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection, " IEEE Trans. on PAMI, vol. 9, no. 7, pp. 711-720, 1997.
12. B. Moghaddam, T. Jebara, and A. Pentland, "Bayesian face recognition, " Pattern Recognit., vol. 33, no. 11, pp. 1771- 1782, 2000.
13. M. Bober, S.K. Bober, "Description of MPEG-7 Visual Core Experiments, " MPEG-7 Visual Group ISO/IEC JTC1/SC29/WG11, N6905, 2005.
14. J. Wang, K.N. Plataniotis, J. Lu, and A.N. Venetsanopoulos, "On solving the face recognition problem with one training sample per subject, " Pattern Recognit., vol. 39, no. 6, pp. 1746-1762, 2006. (Pubitemid 43867573)
15. T. Sim, S. Baker, and M. Bsat, "The CMU Pose, Illumination, and Expression Database, " IEEE Trans. on PAMI, vol. 25, no. 12, pp. 1615-1618, 2003.
16. P.J. Phillips, H. Moon, S.A. Rizvi, and P.J. Rauss, "The FERET Evaluation Methodology for Face Recognition Algorithms, " IEEE Trans. on PAMI., vol. 22, no. 10, pp. 1090-1104, 2000.
17. "Exchangeable image file format for digital still cameras: Exif Version 2.2 (JEITA CP-3451), " Standard of Japan Electronics and Information Technology Industries Association, 2002.
18. S. Yang, S.K. Kim, K.S. Seo, and Y.M. Ro. "Automated Situation Change Clustering of Home Photos for Digital Albuming, " Proc. of SPIE on Electronic Imaging, 2005.
19. C.-L. Liu, "Classifier combination based on confidence transformation, " Pattern Recognit., vol. 38, no. 1, pp. 11-28, 2005.