A study of face recognition as people age

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2007, Pages

  Ling, Haibin ^a   Soatto, Stefano ^b   Ramanathan, Narayanan ^c   Jacobs, David W ^d  

^a SIEMENS CORPORATE RESEARCH   (United States)

^b University of California   (United States)

^c UNIVERSITY OF MARYLAND   (United States)

^d UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER NETWORKS; COMPUTER VISION; GRADIENT METHODS; IMAGE PROCESSING; SUPPORT VECTOR MACHINES;

AGE DIFFERENCES; DESCRIPTOR; INTERNATIONAL CONFERENCES;

FACE RECOGNITION;

EID: 50949126516     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2007.4409069     Document Type: Conference Paper

References (27)

1. S. Akazaki, H. Nakagawa, H. Kazama, O. Osanai, M. Kawai, Y. Takema, and G. Imokawa. "Age-related changes in skin wrinkles assessed by a novel three-dimensional morphometric analysis", British J. of Dermatology. 147(4):689-95, 2002.
2. L. Alvarez, F. Guichard, P. L. Lions, and J. M. Morel. "Axioms and fundamental equations of image processing", Springer Berlin / Heidelberg, 1993.
3. M. Bichsel, "Strategies of Robust Object Recognition for the Automatic Identification of Human Faces", PhD. thesis, ETH Zurich, No. 9467, 1991.
4. L. Boissieux, G. Kiss, N. Magnenat-Thalmann, and P. Kalra. "Simulation of skin aging and wrinkles with cosmetics insight". Eur. Wksp Animation & Simulation, 15, 2000.
5. H. Chen, P. Belhumeur and D. W. Jacobs. "In search of Illumination Invariants", CVPR, 254-261, 2000.
6. N. Dalal and B. Triggs, "Histograms of Oriented Gradients for Human Detection," CVPR, I:886-893, 2005.
7. D. K. Hammond and E. P. Simoncelli. "Nonlinear Image Representation via Local Multiscale Orientation". Courant Institute Technical Report, TR2005-875, 2005.
8. T. Igarashi, K. Nishino, and S.K. Nayar. "The Appearance of Human Skin," Technical Report, Dept. of Computer Science, Columbia University CUCS-024-05, Jun, 2005.
9. K. Jonsson, J. Kittler, Y. Li and J. Matas. "Support vector machines for face authentication", BMVC, 543-553, 1999.
10. Y. H. Kwon and N. da Vitoria Lobo. "Age classification from facial images". CVIU, 74:1-21, 1999.
11. A. Lanitis, C. J. Taylor, and T. F. Cootes. "Toward Automatic Simulation of Aging Effects on Face Images". IEEE Trans. PAMI, 24(4):442-455, 2002.
12. A. Lanitis, C. Draganova, and C. Christodoulou, "Comparing Different Classifiers for Automatic Age Estimation", IEEE Trans. SMC B, 34(1):621-8, 2004.
13. D. Lowe, "Distinctive Image Features from Scale-Invariant Keypoints," IJCV, 60(2), pp. 91-110, 2004.
14. A. Martinez. "Recognizing imprecisely localized, partially occluded and expression variant faces from a single sample per class". IEEE Trans. PAMI, 24:748-763, 2002.
15. B. Moghaddam, W. Wahid, and A. Pentland. "Beyond Eigenfaces: Probabilistic Matching for Face Recognition". Intl. Conf. on Face and Gesture Recognition, 30-35, 1998.
16. B. Moghaddam and A. Pentland, "Probabilistic Visual Learning for Object Representation", IEEE Trans. PAMI, 19(7):696-710, 1997.
17. P. J. Phillips. "Support vector machines applied to face recognition", NIPS, 2:803-809, 1999.
18. J. B. Pittenger and R. E. Shaw. "Aging faces as viscal-elastic events: Implications for a theory of nonrigid shape perception". J. of Exp. Psychology: Human Perception and Performance, 1(4):374-382, 1975.
19. N. Ramanathan and R. Chellappa, "Face Verification across Age Progression", IEEE Trans. on Image Processing, 15(11):3349-3361, 2006.
20. N. Ramanathan and R. Chellappa, "Modeling Age Progression in Young Faces", CVPR, I:387-394, 2006.
21. J. Suo, F. Min, S. Zhu, S. Shan, and X. Chen, "A Multi-Resolution Dynamic Model for Face Aging Simulation", CVPR, 2007.
22. N. Tsumura, H. Haneishi, and Y. Miyake. "Independent component analysis of skin color image". J. of Optical Society of America A, 16:2169-2176, 1999.
23. N. Tsumura, N. Ojima, K. Sato, M. Shiraishi, H. Shimizu, H. Nabeshima, S. Akazaki, K. Hori, and Y. Miyake. "Image-based skin color and texture analysis/synthesis by extracting hemoglobin and melanin information in the skin". ACM Trans. Graph. (SIGGRAPH 2003), 22(3):770-779, 2003.
24. V. Vapnik. The Nature of Statistical Learning Theory. Springer, New York, 1995.
25. L. Zelnik-Manor and M. Irani, "Event-Based Analysis of Video", CVPR, I:123-130, 2001.
26. W. Zhao, R. Chellappa, P. Phillips, A. Rosenfeld. "Face recognition: A literature survey". ACM Comp. Surv., 35(4):399-458, 2003.
27. S. K. Zhou, B. Georgescu, X. Zhou and D. Comaniciu, "Image Based Regression Using Boosting Method," ICCV, I:541-548, 2005.