Medical Image Registration Based on Generalized Mutual Information and PSO-Simplex Search

Abstract:

Article Preview

A medical image registration algorithm based on Renyi generalized mutual information entropy information function and particle swarm - simplex search strategy is proposed in order to overcome the problem of local extremum in the target search. After the simulation of medical image data, the results show that the algorithm can get rapid and accurate registration results.

Info:

Periodical:

Advanced Materials Research (Volumes 403-408)

Edited by:

Li Yuan

Pages:

3244-3248

DOI:

10.4028/www.scientific.net/AMR.403-408.3244

Citation:

C. Chen et al., "Medical Image Registration Based on Generalized Mutual Information and PSO-Simplex Search", Advanced Materials Research, Vols. 403-408, pp. 3244-3248, 2012

Online since:

November 2011

Export:

Price:

$35.00

[1] Kaye JM, Primiano FP Jr, Metaxas DN. A three-dimensional virtual environment for modeling mechanical cardiopulmonary interactions. Medical Image Analysis. 1998, 2(2): 169-195.

DOI: 10.1016/s1361-8415(98)80010-8

[2] Collignon A, Maes F, Delaere D, et al. Automated multi-modality image registration based on information theory. Information Processing in Medical Imaging. 1995, 263-274.

[3] Viola P, Wells WM. Alignment by Maximization of mutual information. International Conference on computer Vision. 1995, 16-23.

[4] Andronache A, Siebenthal M von Szekely G,et a1. Non-rigid registration of multimodal images using both mutual information and cross-correlation[J].Medical Image Analysis,2008, 12(1): 3-15.

DOI: 10.1016/j.media.2007.06.005

[5] Hongying Zhang, Wanjia Zhang, Sun Jizhou . Medical image registration based on Hybrid mutual information. Computer Applications. 2006,26(10): 2351-2353.

In order to see related information, you need to Login.