Unified point selection and surface-based registration using a particle filter

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3749 LNCS, Issue , 2005, Pages 75-82

  Ma, Burton ^a   Ellis, Randy E ^a  

^a QUEEN S UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ERROR ANALYSIS; INTERACTIVE COMPUTER SYSTEMS; KNOWLEDGE ACQUISITION; SIGNAL FILTERING AND PREDICTION; STIFFNESS;

PARTICLE FILTERS; POINT SELECTION ALGORITHM; REGISTRATION PARAMETERS; TARGET REGISTRATION ERROR;

IMAGE PROCESSING;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; EVALUATION; HUMAN; IMAGE QUALITY; IMAGE SUBTRACTION; KNEE; METHODOLOGY; RADIOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; HUMANS; IMAGING, THREE-DIMENSIONAL; KNEE JOINT; PATTERN RECOGNITION, AUTOMATED; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SUBTRACTION TECHNIQUE;

EID: 33744817944     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11566465_10     Document Type: Conference Paper

References (15)

1. H. Chui and A. Rangarajan. A feature registration framework using mixture models. In IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, June 2000.
2. N. Gelfand, L. Ikemoto, S. Rusinkiewicz, and M. Levoy. Geometrically stable sampling for the ICP algorithm. In 3DIM 2003, Banff, Canada, Oct 2003. IEEE.
3. S. Granger and X. Pennec. Multi-scale EM-ICP: A fast and robust approach for surface registration. In ECCV2002, pages 418-432, Copenhagen, Denmark, May 2002. Springer.
4. W. E. L. Crimson, G. J. Ettinger, S. J. White, T. Lozano-Pérez, W. M. Wells III, and R. Kikinis. An automatic registration method for frameless stereotaxy, image guided surgery, and enhanced reality visualization. IEEE T Med Imaging, 15(2): 129-140, 1996.
5. O. Iyun, D. P. Borschneck, and R. E. Ellis. Computer-assisted correction of bone deformities. In MICCAI 2002, pages 232-240, Tokyo, Japan, 2002. Springer.
6. S. J. Julier and J. K. Uhlmann. A general method for approximating nonlinear transformations of probability distributions. Technical report, Oxford University, 1996.
7. S. Lavallée, R. Szeliski, and L. Brunie. Anatomy-based registration of three-dimensional medical images, range images, x-ray projections, and three-dimensional models using octree-splines. In Computer-Integrated Surgery, pages 115-143. The MIT Press, 1996.
8. Q. Lin, J. Burdick, and E. Rimon. A stiffness-based quality measure for compliant grasps and fixtures. IEEE T Robotic Autom, 16(6):675-688, 2000.
9. B. Ma and R. E. Ellis. Spatial-stiffness analysis of surface-based registration. In MICCAI 2004, pages 623-630, St. Malo, France, 2004. Springer.
10. B. Ma and R. E. Ellis. Surface-based registration with a particle filter. In MICCAI 2004, pages 566-573, St. Malo, France, 2004. Springer.
11. A. Nahvi and J. M. Hollerbach. The noise amplification index for optimal pose selection in robot calibration. In IEEE ICRA, Minneapolis, Minnesota, Apr 1996.
12. S. Rusinkiewicz and M. Levoy. Efficient variants of the ICP algorithm. In 3DIM 2001, pages 145-152, Québec City, Canada, May 2001. IEEE.
13. D. A. Simon. Fast and Accurate Shape-Based Registration. PhD thesis, Carnegie Mellon University, Pittsburgh, Pennsylvania, Dec 1996.
14. R. van der Merwe and E. Wan. Gaussian mixture sigma-point particle filters for sequential probabilistic inference in dynamic state-space models. In ICASSP, 2003.
15. R. van der Merwe, A. Doucet, N. de Freitas, and E. Wan. The unscented particle filter. Technical Report CUED/F-INFENG/TR 380, Cambridge Univ. Dept. of Eng., 2000.