An efficient stochastic approach to groupwise non-rigid image registration

2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009

Volumn , Issue , 2009, Pages 2208-2213

  Sidorov, Kirill A ^a   Richmond, Stephen ^b   Marshall, David ^a  

^a CARDIFF UNIVERSITY   (United Kingdom)

^b CARDIFF UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER GRAPHICS; COMPUTER VISION; DIMENSIONALITY REDUCTION; GRAPHICS PROCESSING UNIT; IMAGE REGISTRATION; MEDICAL IMAGING; OPTIMIZATION; PROGRAM PROCESSORS; STOCHASTIC SYSTEMS;

AUTOMATIC CONSTRUCTION; DENSE CORRESPONDENCES; HIGH DIMENSIONALITY; NONRIGID IMAGE REGISTRATION; OPTIMAL REGISTRATION; REDUCTION TECHNIQUES; SIMULTANEOUS PERTURBATION STOCHASTIC APPROXIMATION; STOCHASTIC ALGORITHMS;

IMAGE ENHANCEMENT;

EID: 70450192912     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2009.5206516     Document Type: Conference Paper

References (17)

1. T. F. Cootes, S. Marsland, C. J. Twining, K. Smith, and C. J. Taylor. Groupwise diffeomorphic non-rigid registration for automatic model building. In Proc. ECCV, pages 316-327. Springer, 2004.
2. T. F. Cootes, C. J. Twining, V. Petrovic, R. Schestowitz, and C. J. Taylor. Groupwise construction of appearance models using piece-wise affine deformations. In Proceedings of BMVC05, pages 879-888, 2005.
3. R. Davies, C. Twining, and C. Taylor. Statistical Models of Shape: Optimisation and Evaluation. Springer Publishing Company, Incorporated, 2008.
4. R. H. Davies, C. J. Twining, T. F. Cootes, J. C. Waterton, and C. J. Taylor. A minimum description length approach to statistical shape modeling. IEEE Transactions on Medical Imaging, 21:525-537, 2002.
5. R. H. Davies, C. J. Twining, and C. Taylor. Groupwise surface correspondence by optimization: Representation and regularization. Medical Image Analysis, 12(6):787-796, 2008.
6. FGNET. Face and gesture network: Talking face database. http://www-prima.inrialpes.fr/FGnet/data/01-TalkingFace/talking-face.html.
7. M. J. Jones and T. Poggio. Multidimensional morphable models. In 6th International Conference on Computer Vision, pages 683-688, 1998.
8. E. G. Learned-Miller. Data driven image models through continuous joint alignment. PAMI, 28:236-250, 2006.
9. S. Marsland, C. J. Twining, and C. J. Taylor. A minimum description length objective function for groupwise non-rigid image registration. Image and Vision Computing, 26(3):333- 346, 2008.
10. J. L. Maryak and D. C. Chin. Global random optimization by simultaneous perturbation stochastic approximation. IEEE Transacrions on Automatic Control, 53(3):780-783, 2008.
11. M. M. Nordstrøm, M. Larsen, J. Sierakowski, and M. B. Stegmann. The IMM face database - an annotated dataset of 240 face images. Technical report, Informatics and Mathematical Modelling, Technical University of Denmark, DTU, may 2004.
12. V. Petrovic, T. Cootes, A. Mills, C. Twining, and C. Taylor. Automated analysis of deformable structure in groups of images. In BMVC07, pages 302-311, 2007.
13. J. Spall, S. Hill, and D. Stark. Theoretical framework for comparing several stochastic optimization approaches. In Probabilistic and Randomized Methods for Design under Uncertainty, pages 99-117. Springer, 2006.
14. J. C. Spall. Implementation of the simultaneous perturbation algorithm for stochastic optimization. IEEE Transactions on Aerospace Electronic Systems, 34:817-823, July 1998.
15. J. C. Spall. An overview of the simultaneous perturbation method for efficient optimization. Johns Hopkins APL Technical Digest, 19(4), 1998.
16. C. Twining, S. Marsland, and C. Taylor. Groupwise nonrigid registration of medical images: The minimum description length approach. In Medical Image Analysis and Under- standing, pages 81-84, 2004.
17. B. Zitova and J. Flusser. Image registration methods: a survey. Image and Vision Computing, 21(11):977-1000, October 2003.