Title :
An Automatic Registration Approach for Whole Body PET Images and Head MR Images
Author :
Pan, Xiaoguang ; Wang, Mingyue ; Liu, Jiren ; Kang, Yan
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
Registration of multimodality images is currently a hot topic in medical image processing of which the whole body PET images and head MR images automatic registration is one important application. In this application, the great differences of image scanning ranges make the direct application of mutual information registration method failure. This paper presents a hybrid 3D registration approach based on normalized mutual information which can match the whole body PET images and head MR images automatically. The performance of the hybrid approach was evaluated for rigid body registration of MR and PET images of the same patient and the results show the hybrid approach can be satisfactory by doctor.
Keywords :
biomedical MRI; image registration; medical image processing; positron emission tomography; automatic image registration; automatic registration approach; head MR images; hybrid 3D registration approach; image scanning range; medical image processing; multimodality image registration; mutual information registration; normalized mutual information; rigid body registration; whole body PET images; Biomedical imaging; Entropy; Head; Image registration; Joints; Mutual information; Positron emission tomography;
Conference_Titel :
Bioinformatics and Biomedical Engineering, (iCBBE) 2011 5th International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5088-6
DOI :
10.1109/icbbe.2011.5780370