Construction method of vertebral body geometric shape statistical model fused curvature features

现有医学样本库缺乏不同年龄段脊椎的几何形态统计模型, 因此建立一个精度较高、定位准确的椎体几何形态统计模型库就显得迫在眉睫。提出一种基于融合曲率特征的椎体三维几何统计模型构建方法, 根据曲率特征对人体腰椎三维重建模型进行识别和定位, 输出各模型的样本矩阵; 用优化的ICP算法对样本矩阵进行对齐与配准; 用PCA对样本模型进行配准训练, 组成统计模型样本库。...

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Bibliographic Details
Main Authors: HUI Yu, WU Junsheng, TANG Jiyong, ZHANG Jing, HUANG Wei
Format: Article
Language:zho
Published: EDP Sciences 2022-10-01
Series:Xibei Gongye Daxue Xuebao
Subjects:
Online Access:https://www.jnwpu.org/articles/jnwpu/full_html/2022/05/jnwpu2022405p1172/jnwpu2022405p1172.html