Geodesic discriminant analysis on curved Riemannian manifold

6th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2009

Volumn 5, Issue , 2009, Pages 379-383

  Yu, Dongjun ^a   Lu, Jianfeng ^a   Yang, Jingyu ^a  

^a NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

LINEAR DISCRIMINANT ANALYSIS; LINEAR MANIFOLD; MAP DATA; RIEMANNIAN MANIFOLD;

FUZZY SYSTEMS; GEODESY;

DISCRIMINANT ANALYSIS;

EID: 76549132947     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2009.113     Document Type: Conference Paper

References (12)

1. Fisher R A. The Statistical Utilization of Multiple Measurements. Annals of Eugenics, 1938, 8: 376-386.
2. Aleix M Martinez, Avinash C Kak. PCA versus LDA. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2001, 23:(2) 228-233.
3. Belhumeur P N, Hespanha J P, and Kriegman D J. Eigenfaces vs. Fisherfaces: recognition using class specific linear projection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997, 19:(7) 711-720.
4. Lu J, Plataniotis K, Venetsanopoulos A. Face recognition using kernel direct discriminant analysis algorithms. IEEE Transactions on Neural Networks, 2003, 14(1): 117-126.
5. Yang J, Frangi A, Yang J Y, Zhang D, Jin Z. KPCA plus LDA: A complete kernel Fisher discriminant framework for feature extraction and recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2005, 27(2): 230-244.
6. Yan S C, Hu Y X, Xu D, Zhang H J, Zhang B Y, Cheng Q S. Nonlinear Discriminant Analysis on Embedded Manifold. IEEE Transactions on Circuits and Systems for Video Technology, 2007, 17(4): 468-477.
7. Song Y Q, Nie F P, Zhang C S. Semi-supervised sub-manifold discriminant analysis. Pattern Recognition Letters, 2008, 29: 1806-1813.
8. Fletcher P T, Joshi S, Lu C, Pizer S M. Principal geodesic analysis for the study of nonlinear statistics of shape.IEEE Transactions on Medical Imaging, 2004, 23(8): 995-1005.
9. Samuel R Buss, Jay P Fillmore. Spherical averages and applications to spherical splines and terpolation.ACM Transaction on Graphics, 2001, 20(2): 95-126.
10. Brun Anders, Westin Carl-Fredrik, Herberthson Magnus, Knutsson Hans. Fast Manifold Learning Based on Riemannian Normal Coordinates. In: the proceeding of Scandinavian Conference on Image Analysis. Berlin, German: Springer-Verlag, 2005. 920-929.
11. Chang K, Bowyer K W, Flynn P J. Face recognition using 2D and 3D facial data. In: the ACMWorkshop on Multimodal User Authentication. Santa Barbara, California: Springer-Verlag, 2003. 25-32.
12. Wu Jing, Smith W A P, Hancock E R. Gender Classification using Shape from Shading. In: the proceeding of BMVC. Warwick, UK: 2007. 499-508.