Abstract
A set of image registration methods computes registration measures using image intensity information directly and searches the registration position by performing global optimization. The smoothness of registration curve affects the speed and accuracy of the optimization algorithm. In this paper, the relation between image spatial intensity correlation and registration measure curve smoothness has been analyzed. Furthermore, the effect of spatial intensity correlation on image registration is discussed.
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References
Maes, F., Collignon, A., Vandermeulen, D., Marchal, G., Suetens, P.: Multimodality image registration by maximization of mutual information. IEEE Trans. on Medical Imageing 16(2), 187–198 (1997)
Viola, P.A., Wells, W.M.: Alignment by maximization of mutual information. International Journal of Computer Vision 24(2), 137–154 (1997)
Peng, J., Zhang, J., Li, S.: Medical Imageing Based on Improvement of Interpretation PV and Mixing Majorization 34(5), 962–965 (2006)
Yuang, H., Pei, J., Xie, W.: Analysis of the Effect of Image Interpretation on Part Extreme Value of Mutual Information. Journal of Electronics & Information 28(10), 1782–1785 (2006)
Zhai, H., Wu, X., Peng, Z.: Method of Tridimensional Medical Image Interpretation. Journal of Shandong University (Technology) 36(4), 33–36 (2006)
Meyer, C., Boes, J.L., Kim, B., et al.: Demonstration of accuracy and clinical versatility of mutual information for automatic multimodality image fusion using affine and thin plate spline-warped geometric deformations. Medical Image Analysis 1(3), 195–206 (1997)
Wells, W., Viola, P., Astumi, H., et al.: Multimodal volume registration by maximization of mutual information. Medical Image Analysis 1(1), 35–51 (1996)
Jiang, X., Luo, L., Zhao, Z.: Study of the Method of Improved Image Interpretation Based on Mutual Information and Image Registration with Graded Features. Journal of Apparatus and Meters Study 27(9), 1141–1146 (2006)
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© 2012 Springer-Verlag Berlin Heidelberg
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Cheng, Ye., Zhao, Xl. (2012). Analysis of Spatial Intensity Correlation’s Effect on Registration Measures. In: Qian, Z., Cao, L., Su, W., Wang, T., Yang, H. (eds) Recent Advances in Computer Science and Information Engineering. Lecture Notes in Electrical Engineering, vol 124. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25781-0_4
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DOI: https://doi.org/10.1007/978-3-642-25781-0_4
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-25780-3
Online ISBN: 978-3-642-25781-0
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