机械与电子2024，Vol.42Issue(3)：3-7,5.
基于局部归一化互信息联合约束的三维头颈部CT/MR配准方法
3D Head and Neck CT/MR Registration Method Based on Local Normalized Mutual Information Joint Constraint
摘要
Abstract
An improved multimodal registration method is proposed for the complex anatomical struc-ture of head and neck images and the differences of different modal images.This method uses local normal-ized mutual information as a similarity measure to capture the similarity of local image regions and reduce the influence of intensity differences between different regions on the registration results.In addition,in or-der to solve the problem that MR images are susceptible to distortion caused by noise and artifacts,we in-troduce an F-norm constrained registration process to suppress unnecessary distortion.Experimental re-sults show that the proposed method improves the mean squared error,the registration accuracy and ro-bustness.关键词
非刚性配准/互信息/F范数正则化/归一化/多模态配准Key words
non-rigid registration/mutual information/F-norm regularization/normalized mutual in-formation/multi-modal registration分类
信息技术与安全科学引用本文复制引用
商奥雪,王玉,王明泉,贾虎,成向北,李文波..基于局部归一化互信息联合约束的三维头颈部CT/MR配准方法[J].机械与电子,2024,42(3):3-7,5.基金项目
山西省重点研发计划资助项目(201803D121069) （201803D121069）
山西省应用基础研究项目面上自然基金资助项目(201801D121162) （201801D121162）
