Combining local features for robust nose location in 3D facial data

Pattern Recognition Letters

Volumn 27, Issue 13, 2006, Pages 1487-1494

  Xu, Chenghua ^a   Tan, Tieniu ^a   Wang, Yunhong ^b   Quan, Long ^c  

^a INSTITUTE OF AUTOMATION   (China)

^b BEIHANG UNIVERSITY   (China)

^c HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

Author keywords

Included angle curve; Local statistical features; Local surface features; Nose tip location; SVM

Indexed keywords

DATABASE SYSTEMS; FEATURE EXTRACTION; HIERARCHICAL SYSTEMS; PROBLEM SOLVING; ROBUSTNESS (CONTROL SYSTEMS); ROTATION; STATISTICAL METHODS; THREE DIMENSIONAL; TRANSLATION (LANGUAGES);

INCLUDED ANGLE CURVE; INCLUDED ANGLE CURVE (IAC); LOCAL STATISTICAL FEATURES; LOCAL SURFACE FEATURES; NOSE TIP LOCATION;

GESTURE RECOGNITION;

EID: 33745815118     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2006.02.015     Document Type: Article

References (11)

1. Beumier C., and Acheroy M. Automatic 3D Face Authentication vol. 18 (2000), IVC pp. 315-321
2. Burges C. A tutorial on support vector machines for pattern recognition. Data Mining Knowledge Discovery 2 2 (1998) 121-167
3. Chua, C.S., Jarvis, R., 1997. Point Signatures: A New Representation for 3D Object Recognition. IJCV, 25(1), 63-85.
4. Gordon, G.G., 1991. Face recognition based on depth maps and surface curvature. In: Proc. SPIE Geometric Methods in Computer Vision, vol. 1570.
5. Hesher C., Srivastava A., and Erlebacher G. A novel technique for face recognition using range imaging. Internat. Multiconference Comput. Sci. (2002)
6. Hoppe, H., Derose, T., Duchamp, T., Mcdonald, J., Stuetzle, W., 1993. Mesh optimization. In: ACM SIGGRAPH Proceeding, pp. 19-26.
7. Joachims T. Making Large-Scale SVM Learning Practical. Advances in Kernel Methods-Support Vector Learning (1999), MIT Press (Chapter 11)
8. Kim, T.K., Kee, S.C., Kim, S.R., 2001. Real-time normalization and feature extraction of 3D face data using curvature characteristics. In: IEEE Internat. Workshop on Robot and Human Interactive Communication, pp. 74-79.
9. Lee Y.C., Terzopoulos D., and Waters K. Constructing physics-based facial models of individuals. Proc. Graphics Interf. (1993) 1-8
10. Lee, Y., Park, K., Shim, J., Yi, T., 2003. 3D face recognition using statistical multiple features for the local depth information. In: Proc. 16th Internat. Conf. Vision Interf.
11. Xu, C., Wang, Y., Tan, T., Quan, L., 2004. Robust nose detection in 3D facial data using local characteristics. In: Proc. ICIP'04 1995-1998.