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Multi-modal Image Registration Using the Generalized Survival Exponential Entropy

2006; Springer Science+Business Media; Linguagem: Inglês

10.1007/11866763_118

1611-3349

Shu Liao, Albert C. S. Chung,

Generative Adversarial Networks and Image Synthesis

This paper introduces a new similarity measure for multimodal image registration task. The measure is based on the generalized survival exponential entropy (GSEE) and mutual information (GSEE-MI). Since GSEE is estimated from the cumulative distribution function instead of the density function, it is observed that the interpolation artifact is reduced. The method has been tested on four real MR-CT data sets. The experimental results show that the GSEE-MI-based method is more robust than the conventional MI-based method. The accuracy is comparable for both methods.