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REGISTRATION METHOD AND SYSTEM FOR NON-RIGID MULTI-MODAL MEDICAL IMAGE

机译:非刚性多模态医学图像的注册方法和系统

摘要

The present invention discloses a registration method and system for a non-rigid multi-modal medical image. The registration method comprises: obtaining local descriptors of a reference image according to Zernike moments of order 0 and repetition 0 and Zernike moments of order 1 and repetition 1 of the reference image; obtaining local descriptors of a floating image according to Zernike moments of order 0 and repetition 0 and Zernike moments of order 1 and repetition 1 of the floating image; and finally obtaining a registration image according to the local descriptors of the reference image and the floating image. In the present, by using self-similarity of the multi-modal medical image and adopting the Zernike moment based local descriptor, the non-rigid multi-modal medical image registration is thus converted into the non-rigid mono-modal medical image registration, thereby greatly improving its accuracy and robustness.
机译:本发明公开了一种用于非刚性多峰医学图像的配准方法和系统。该配准方法包括:根据参考图像的阶数0和重复数0的Zernike矩以及参考图像的阶数1和重复数1的Zernike矩,获得参考图像的局部描述符。根据浮动图像的阶数0和重复数0的Zernike矩以及浮动图像的阶数1和重复数1的Zernike矩,获得浮动图像的局部描述符;最后根据参考图像和浮动图像的局部描述符获得配准图像。目前,通过利用多模态医学图像的自相似性,并采用基于Zernike矩的局部描述符,将非刚性多模态医学图像配准转换为非刚性单模态医学图像配准,从而大大提高了其准确性和鲁棒性。

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