三维重建
射线照相术
投影(关系代数)
计算机视觉
人工智能
股骨
计算机科学
迭代重建
曲面重建
数学
曲面(拓扑)
几何学
地质学
算法
医学
放射科
古生物学
作者
Silvy Laporte,Wafa Skalli,Jacques A. de Guise,François Lavaste,David Mitton
标识
DOI:10.1080/1025584031000065956
摘要
A three-dimensional (3D) reconstruction algorithm based on contours identification from biplanar radiographs is presented. It requires, as technical prerequisites, a method to calibrate the biplanar radiographic environment and a surface generic object (anatomic atlas model) representing the structure to be reconstructed. The reconstruction steps consist of: the definition of anatomical regions, the identification of 2D contours associated to these regions, the calculation of 3D contours and projection onto the radiographs, the associations between points of the X-rays contours and points of the projected 3D contours, the optimization of the initial solution and the optimized object deformation to minimize the distance between X-rays contours and projected 3D contours. The evaluation was performed on 8 distal femurs comparing the 3D models obtained to CT-scan reconstructions. Mean error for each distal femur was 1 mm.
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