Performance Analysis of Registration Measures for Multi-modal Image Registration

Shi Yong-gang; Liu Xiao-jun; Wang Dong-feng; Yang Hong-bo; Zou Mou-yan

Volume 26 Issue 11

Nov. 2004

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Article Navigation > Journal of Electronics & Information Technology > 2004 > 26(11): 1706-1713

Shi Yong-gang, Liu Xiao-jun, Wang Dong-feng, Yang Hong-bo, Zou Mou-yan . Performance Analysis of Registration Measures for Multi-modal Image Registration[J]. Journal of Electronics & Information Technology, 2004, 26(11): 1706-1713.

Citation:

Shi Yong-gang, Liu Xiao-jun, Wang Dong-feng, Yang Hong-bo, Zou Mou-yan . Performance Analysis of Registration Measures for Multi-modal Image Registration[J]. Journal of Electronics & Information Technology, 2004, 26(11): 1706-1713.

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Performance Analysis of Registration Measures for Multi-modal Image Registration

Received Date: 2003-06-18
Rev Recd Date: 2003-11-04
Publish Date: 2004-11-19

Abstract

Abstract

This paper reviews several typical techniques of multi-modal image registra-tion, exposures the relationship among them, and offers a full analysis and comparison using numerical examples. The techniques analyzed in this paper include the ones using those reg-istration measures such as entropy based, PIU (Partition Intensity Uniformity) classes, and correlation coefficient based. The modified PIU criteria are also included. The experimental results demonstrate the effectiveness and accommodation of the techniques, and provide a valid reference in the choice of registration techniques.

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