A novel Riemannian framework for shape analysis of 3D objects

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2010, Pages 1625-1632

  Kurtek, Sebastian ^a   Klassen, Eric ^a   Ding, Zhaohua ^b   Srivastava, Anuj ^a  

^a FLORIDA STATE UNIVERSITY   (United States)

^b VANDERBILT UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

3D OBJECT; ANATOMICAL STRUCTURES; CHOSEN REPRESENTATION; DISTANCE FUNCTIONS; FACIAL SURFACES; FIXED SURFACES; GLOBAL SCALING; GRADIENT BASED ALGORITHM; PARAMETERIZATIONS; PARAMETERIZED; PARAMETRIZATIONS; REPARAMETRIZATION; RIEMANNIAN DISTANCE; RIEMANNIAN FRAMEWORK; RIGID MOTIONS; SHAPE ANALYSIS;

COMPUTER VISION; OPTIMIZATION; PARAMETERIZATION;

THREE DIMENSIONAL;

EID: 77956003300     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2010.5539778     Document Type: Conference Paper

References (11)

1. P. Besl and N. McKay. A method for registration of 3-d shapes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14(2):239-256, 1992. 1
2. S. Bouix, J. C. Pruessner, D. L. Collins, and K. Siddiqi. Hippocampal shape analysis using medial surfaces. NEUROIMAGE, 25:1077-1089, 2001. 1
3. I. L. Dryden and K. Mardia. Statistical Shape Analysis. John Wiley & Son, 1998. 1
4. M. Fuchs, B. Jüttler, O. Scherzer, and H. Yang. Shape metrics based on elastic deformations. Journal of Mathematical Imaging and Vision, 35(1):86-102, 2009. 1
5. U. Grenander and M. I. Miller. Computational anatomy: An emerging discipline. Quarterly of Applied Mathematics, LVI(4):617-694, 1998. 1
6. X. Gu and B. C. Vemuri. Matching 3d shapes using 2d conformal representations. In Proc. of MICCAI, Volume 3216, pages 771-780, 2004. 3
7. n. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages 1-7, 2007. 1, 2
8. M. Kilian, N. J. Mitra, and H. Pottmann. Geometric modeling in shape space. In Proc. of SIGGRAPH, 2007. 1
9. S. Osher and R. Fedkiw. Level Set Methods and Dynamic Implicit Surfaces. Springer Verlag, 2003. 1
10. M. Styner, I. Oguz, S. Xu, C. Brechbuhler, D. Pantazis, J. Levitt, M. Shenton, and G. Gerig. Framework for the statistical shape analysis of brain structures using spharm-pdm. In MICCAI Open Science Workshop, 2006. 2
11. L. Younes, P. W. Michor, J. Shah, D. Mumford, and R. Lincei. A metric on shape space with explicit geodesics. Matematica E Applicazioni, 19(1):25-57, 2008. 1