2D-3D regularized deformable b-spline registration: Application to the proximal femur

作者: Guoyan Zheng , Weimin Yu

DOI: 10.7892/BORIS.76879

关键词: Aerospace electronicsComputer visionImage registrationArtificial intelligenceSet (abstract data type)B-splineReference spaceProximal femurDomain (software engineering)Iterative reconstruction

摘要: In this paper we present a new approach for personalized X-ray reconstruction of the proximal femur via non-rigid registration 3D volumetric template to 2D calibrated C-arm images. The 2D-3D is done with hierarchical two-stage strategy: global scaled rigid stage followed by regularized deformable b-spline stage. both stages, set control points uniform spacing are placed over domain and registrations driven computing updated positions these points, which then allows accurately register reference space Comprehensive experiments on simulated images, images cadaveric femurs clinical datasets designed conducted evaluate performance proposed approach. Quantitative qualitative evaluation results given, demonstrate efficacy

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