Fully automatic shape constrained mandible segmentation from cone-beam CT data

Proceedings - International Symposium on Biomedical Imaging

Volumn , Issue , 2012, Pages 1272-1275

  Gollmer, Sebastian T ^a   Buzug, Thorsten M ^a  

^a UNIVERSITY OF LÜBECK   (Germany)

Author keywords

automatic segmentation; correspondence; mandible; shape prior; Statistical shape model

Indexed keywords

AUTOMATIC SEGMENTATIONS; CORRESPONDENCE; MANDIBLE; SHAPE PRIORS; STATISTICAL SHAPE MODEL;

COMPUTERIZED TOMOGRAPHY; IMAGE SEGMENTATION; MEDICAL IMAGING;

OPTIMIZATION;

EID: 84864847769     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2012.6235794     Document Type: Conference Paper

References (15)

1. T.F. Cootes, C.J. Taylor, D.H. Cooper, and J. Graham, "Active Shape Models - Their Training and Application," CVIU, vol. 61, no. 1, pp. 38-59, 1995.
2. S. Rueda, J.A. Gil, R. Pichery, and M. Alcaniz, "Automatic Segmentation of Jaw Tissues in CT Using Active Appearance Models and Semi-automatic Landmarking," in MICCAI, 2006, pp. 167-174.
3. D. Kainmueller, H. Lamecker, H. Seim, M. Zinser, and S. Zachow, "Automatic Extraction of Mandibular Nerve and Bone from Cone-Beam CT Data," in MICCAI, 2009, pp. 76-83.
4. T. Heimann and H.-P. Meinzer, "Statistical Shape Models for 3D Medical Image Segmentation: A Review," Med Image Anal, vol. 13, no. 4, pp. 5431-563, 2009.
5. M. Kirschner and S. Wesarg, "Active Shape Models Unleashed," in SPIE 7962, 2011.
6. M. Kirschner, S.T. Gollmer, S. Wesarg, and T.M. Buzug, "Optimal Initialization for 3D Correspondence Optimization: An Evaluation Study," in IPMI, 2011, pp. 308-319.
7. T. Heimann, I. Wolf, T. Williams, and H.-P. Meinzer, "3D Active Shape Models Using Gradient Descent Optimization of Description Length," in IPMI, 2005, pp. 566-577.
8. A.C.W. Kotcheff and C.J. Taylor, "Automatic Construction of Eigenshape Models by Direct Optimization," Med Image Anal, vol. 2, no. 4, pp. 303-314, 1998.
9. P.J. Besl and N.D. McKay, "A Method for Registration of 3-D Shapes," IEEE TPAMI, vol. 14, no. 2, pp. 239-256, 1992.
10. B.K.P. Horn, "Closed-form Solution of Absolute Orientation Using Unit Quaternions," J Opt Soc Am A, vol. 4, no. 4, pp. 629-642, 1987.
11. B. Moghaddam and A. Pentland, "Probabilistic Visual Learning for Object Representation," IEEE TPAMI, vol. 19, no. 7, pp. 696-710, 1997.
12. S. Dambreville, Y. Rathi, and A. Tannenbaum, "A Framework for Image Segmentation Using Shape Models and Kernel Space Shape Priors," IEEE TPAMI, vol. 30, no. 8, pp. 1385- 1399, 2008.
13. D.C. Liu and J. Nocedal, "On the Limited Memory BFGS Method for Large Scale Optimization," Math Prog B, vol. 54, no. 3, pp. 503-528, 1989.
14. C. Brechbühler, G. Gerig, and O. Kübler, "Parametrization of Closed Surfaces for 3-D Shape Description," CVIU, vol. 61, no. 2, pp. 154-170, 1995.
15. M.A. Styner, K.T. Rajamani, L.-P. Nolte, G. Zsemlye, G. Székely, C.J. Taylor, and R.H. Davies, "Evaluation of 3D Correspondence Methods for Model Building," in IPMI, 2003, pp. 63-75.