A new information-theoretic measure to control the robustness-sensitivity trade-off for DMFFD point-set registration

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

Volumn 5636 LNCS, Issue , 2009, Pages 215-226

  Tustison, Nicholas J ^a   Awate, Suyash P ^a   Song, Gang ^a   Cook, Tessa S ^a   Gee, James C ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CARDINALITIES; DIVERGENCE MEASURES; ESSENTIAL COMPONENT; FEATURE CORRESPONDENCE; FREE-FORM DEFORMATION; GEOMETRIC PRIMITIVES; GEOMETRIC STRUCTURE; IMAGE FEATURES; LOCAL STRUCTURE; MEDICAL IMAGE ANALYSIS; NOVEL INFORMATION; PIXEL INTENSITIES; SALIENT FEATURES; SEGMENTATION PROCESS; SHANNON ENTROPY; TRANSFORMATION MODEL; TSALLIS ENTROPIES;

DATA PROCESSING; GRAPH THEORY; IMAGE ANALYSIS; INFORMATION THEORY; MEDICAL IMAGING;

SET THEORY;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; INFORMATION SCIENCE; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING;

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

EID: 70349333392     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02498-6_18     Document Type: Conference Paper

References (17)

1. Tustison, N.J., Avants, B.B., Gee, J.C.: Directly manipulated free-form deformation image registration. IEEE Trans. Image Process. 18(3), 624-635 (2009)
2. Tustison, N.J., Awate, S.P., Gee, J.C.: Information-theoretic directly manipulated free-form deformation labeled point-set registration. Insight Journal (2009)
3. Tsin, Y., Kanade, T.: A correlation based approach for robust point-set registration. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol.3023, pp. 558-569. Springer, Heidelberg (2004)
4. Singh, M., Arora, H., Ahuja, N.: Robust registration and tracking using kernel density correlation. In: Proceedings of the IEEE Computer Vision and Pattern Recognition Workshop, pp. 174-182 (2004)
5. Jian, B., Vemuri, B.: A robust algorithm for point set registration using mixture of Gaussians. In: Proceedings of the International Conference on Computer Vision, pp. 1246-1251 (2005)
6. Guo, H., Rangarajan, A., Joshi, S.: Diffeomorphic Point Matching. In: Handbook of Mathematical Models in Computer Vision, pp. 205-220. Springer, Heidelberg (2005)
7. Wang, F., Vemuri, B., Rangarajan, A., Eisenschenk, S.: Simultaneous nonrigid registration of multiple point sets and atlas construction. IEEE Transactions on Pattern Analysis and Machine Intelligence 30(11), 2011-2022 (2008)
8. Basu, A., Harris, I., Hjort, N., Jones, M.: Robust and efficient estimation by minimizing a density power divergence. Biometrika 85, 549-559 (1998)
9. Havrda, M., Charvat, F.: Quantification method of classification processes: concept of structural alphaentropy. Kybernetica 3, 30-35 (1967)
10. Tsallis, C.: Possible generalization of Boltzmann-Gibbs statistics. Journal of Statistical Physics 52, 479-487 (1988)
11. Gell-Mann, M., Tsallis, C.: Nonextensive Entropy. Oxford University Press, Oxford (2004)
12. Burbea, J., Rao, C.R.: On the convexity of some divergence measures on entropy functions. IEEE Transactions on Information Theory 28, 489-495 (1982)
13. Endres, D., Schindelin, J.: A new metric for probability distributions. IEEE Transactions on Information Theory 49, 1858-1860 (2003)
14. Majtey, A., Lamberti, P., Plastino, A.: A monoparametric family of metrics for statistical mechanics. Physica A 344, 547-553 (2004)
15. Vincent, P., Bengio, Y.: Manifold parzen windows. In: Thrun, S., Becker, S., Ober-mayer, K. (eds.) Advances in Neural Information Prcessing Systems, pp. 825-832. MIT Press, Cambridge (2003)
16. Rueckert, D., Sonoda, L., Hayes, C., Hill, D., Leach, M., Hawkes, D.: Nonrigid registration using free-form deformations: application to breast MR images. IEEE Trans. Med. Imaging 18(8), 712-721 (1999)
17. Rose, K.: Deterministic annealing for clustering, compression, classification, regression, and related optimization problems. Proceedings of the IEEE 86(11), 2210-2239 (2000)