Hierarchical and successive approximate registration of the non-rigid medical image based on thin-plate splines

3rd International Conference on Advances in Energy, Environment and Chemical Engineering

能源学;生态环境科学;化学工业

Hu, Jinyan^1 ; Li, Li^1 ; Yang, Yunfeng^1

School of Mathematics and Statistics, Northeast Petroleum University, Daqing

163318, China^1

关键词: Hierarchical registration;    Images registration;    Local region;    Non-rigid;    Registration methods;    Registration process;    Successive approximations;    Thin plate spline;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/69/1/012151/pdf
DOI  :  10.1088/1755-1315/69/1/012151

学科分类：环境科学（综合）

来源: IOP

【 摘 要 】

The hierarchical and successive approximate registration method of non-rigid medical image based on the thin-plate splines is proposed in the paper. There are two major novelties in the proposed method. First, the hierarchical registration based on Wavelet transform is used. The approximate image of Wavelet transform is selected as the registered object. Second, the successive approximation registration method is used to accomplish the non-rigid medical images registration, i.e. The local regions of the couple images are registered roughly based on the thin-plate splines, then, the current rough registration result is selected as the object to be registered in the following registration procedure. Experiments show that the proposed method is effective in the registration process of the non-rigid medical images.