基于正畸规则的牙齿自动对齐动态排列框架

IF 1.3 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Yeying Fan , Guangshun Wei , Weijie Liu , Chuanxiang Yang , Chuanyun Fu , Wenping Wang , Yuanfeng Zhou
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引用次数: 0

摘要

在计算机辅助正畸治疗中,自动实现牙齿功能和美观对齐是一项关键任务。然而,现有的基于专家规则的方法仍然需要人工干预,并且只关注遮挡功能。同时,数据驱动的方法依赖于治疗前和治疗后病例的大型成对数据集,这使得有效解决缺牙或碰撞等问题具有挑战性。为了解决这些问题,本文提出了一种新的框架DyOrthoAlign,将牙齿自动对准转化为基于正畸规则的动态排列过程。我们的DyOrthoAlign包含两个阶段。首先根据牙齿的解剖特征构建理想牙合曲线。然后,我们将每颗牙齿沿着理想的咬合曲线以特定的顺序和一系列的决定排列。动态排列过程一直持续到所有的齿都排列整齐,从而得到最终理想的齿排。大量的定性和定量实验验证了我们的框架可以产生理想的牙齿排列,为个性化和高效的正畸治疗提供了重要的实用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A dynamic arrangement framework for automatic tooth alignment based on orthodontic rules
Automatically achieving functionally and aesthetically aligned teeth is a critical task in computer-aided orthodontic treatment. However, existing expert rule-based approaches still require manual intervention and focus solely on occlusion functionality. Meanwhile, data-driven methods rely on large paired datasets of pre- and post-treatment cases, making it challenging to address issues such as missing teeth or collisions effectively. To alleviate these problems, this paper proposes a novel framework DyOrthoAlign that translates the automatic tooth alignment into a dynamic arrangement process based on orthodontic rules. Our DyOrthoAlign consists of two stages. We first construct the ideal dental occlusion curve based on tooth anatomical features. Then, we arrange each tooth along the ideal occlusion curve in a specific order and a series of decisions. The dynamic arrangement process continues until all the teeth are arranged, resulting in the final ideal tooth arrangement. Extensive qualitative and quantitative experiments validate our framework can produce ideal tooth alignment and offer significant practical value for personalized and efficient orthodontic treatment.
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来源期刊
Computer Aided Geometric Design
Computer Aided Geometric Design 工程技术-计算机:软件工程
CiteScore
3.50
自引率
13.30%
发文量
57
审稿时长
60 days
期刊介绍: The journal Computer Aided Geometric Design is for researchers, scholars, and software developers dealing with mathematical and computational methods for the description of geometric objects as they arise in areas ranging from CAD/CAM to robotics and scientific visualization. The journal publishes original research papers, survey papers and with quick editorial decisions short communications of at most 3 pages. The primary objects of interest are curves, surfaces, and volumes such as splines (NURBS), meshes, subdivision surfaces as well as algorithms to generate, analyze, and manipulate them. This journal will report on new developments in CAGD and its applications, including but not restricted to the following: -Mathematical and Geometric Foundations- Curve, Surface, and Volume generation- CAGD applications in Numerical Analysis, Computational Geometry, Computer Graphics, or Computer Vision- Industrial, medical, and scientific applications. The aim is to collect and disseminate information on computer aided design in one journal. To provide the user community with methods and algorithms for representing curves and surfaces. To illustrate computer aided geometric design by means of interesting applications. To combine curve and surface methods with computer graphics. To explain scientific phenomena by means of computer graphics. To concentrate on the interaction between theory and application. To expose unsolved problems of the practice. To develop new methods in computer aided geometry.
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