A new method of probability density estimation with application to mutual information based image registration

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

Volumn 2, Issue , 2006, Pages 1769-1776

  Rajwade, Ajit ^a   Banerjee, Arunava ^a   Rangarajan, Anand ^a  

^a UNIVERSITY OF FLORIDA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MINIMUM SPANNING TREES (MST); MIXTURE MODELS;

COMPUTATION THEORY; COMPUTATIONAL GEOMETRY; MATHEMATICAL MODELS; PROBABILITY DENSITY FUNCTION; TREES (MATHEMATICS);

IMAGE PROCESSING;

EID: 33845584160     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2006.206     Document Type: Conference Paper

References (11)

1. J. Costa and A. Hero. Entropic graphs for manifold learning. In IEEE Asilomar Conference on Signals, Systems and Computers, pages 317-320, 2003.
2. T. Cover and J. Thomas. Elements of information theory, Wiley-Interscience, New York, USA, 1991.
3. T. Kadir and M. Brady. Estimating statistics in arbitrary regions of interest. In British Machine Vision Conference, 2005.
4. M. Leventon and E. Crimson. Multi-modal volume registration using joint intensity distributions. In MICCAI, pages 1057-1066, 1998.
5. D. Louis Collins et al. Design and construction of a realistic digital brain phantom. IEEE Trans. Med. Imaging, 17(3):463-468, 1998.
6. B. Ma, A. Hero, J. Gorman, and O. Michel. Image registration with minimum spanning tree algorithm. In ICIP, pages 481-484, 2000.
7. F. Maes, A. Collignon, D. Vandermeulen, G. Marchal, and P. Suetens. Multimodality image registration by maximization of mutual information. IEEE Transactions on Medical Imaging, 16(2):187-198, 1997.
8. M. Rao, Y. Chen, B. C. Vemuri, and F. Wang. Cumulative residual entropy: A new measure of information. IEEE Transactions on Information Theory, 50(6): 1220-1228, 2004.
9. P. Viola and W. M. Wells. Alignment by maximization of mutual information. Int. J. Comput. Vision, 24(2): 137-154, 1997.
10. C. Yang, R. Duraiswami, N. Gumerov, and L. Davis. Improved Fast Gauss Transform and efficient kernel density estimation. In ICCV, pages 464-471, 2003.
11. J. Zhang and A. Rangarajan. Affine image registration using a new information metric. In CVPR (1), pages 848-855, 2004.