基于深度学习的口腔三维扫描中六方位自由度牙齿姿态准确估算

丁王辉; 孙凯伟; 俞梦飞; 林航正; 冯洋; 李建华; 刘佐珠

doi:10.1631/FITEE.2300596

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基于深度学习的口腔三维扫描中六方位自由度牙齿姿态准确估算

常规文章 | Updated：2024-09-29

- 基于深度学习的口腔三维扫描中六方位自由度牙齿姿态准确估算
- Accurate estimation of 6-DoF tooth pose in 3D intraoral scans for dental applications using deep learning
- “在数字牙科领域，介绍了一种新的自动牙齿方向估计方法。这一突破使用深度神经网络来分析牙齿的3D点云，实现了牙齿姿态估计的高精度。该模型在大规模数据集上训练，为正畸治疗计划和模拟提供了重大进展。”
- 信息与电子工程前沿(英文版) 2024年25卷第9期页码：1240-1249
- Affiliations：
  
  1.Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Engineering Research Center of Oral Biomaterials and Devices of Zhejiang Province, Hangzhou 310000, China
  2.Zhejiang University–University of Illinois at Urbana-Champaign Institute, Zhejiang University, Haining 314400, China
  3.Angel Align Inc., Shanghai, Shanghai 200433, China
  4.Hangzhou Dental Hospital, Hangzhou 310006, China
- Author bio：
  
  ‡Corresponding author
- Funds：
  
  the National Natural Science Foundation of China(11932012;62106222);the Zhejiang University–Angelaling Inc. R&D Center for Intelligent Healthcare, the Zhejiang Provincial Public Welfare Research Program(LTGY23H140007);the Clinical Research Project of the Chinese Orthodontic Society(COS-C2021-09);the Research and Development Project of Stomatology Hospital, Zhejiang University School of Medicine(RD2022YFZD01)
- DOI：10.1631/FITEE.2300596
  中图分类号： TP391;R783.5
- 收稿：2023-09-01，
  
  修回：2023-09-11，
  
  纸质出版：2024-09
- Accepted：
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丁王辉, 孙凯伟, 俞梦飞, 等. 基于深度学习的口腔三维扫描中六方位自由度牙齿姿态准确估算[J]. 信息与电子工程前沿(英文版), 2024,25(9):1240-1249.

Wanghui DING, Kaiwei SUN, Mengfei YU, et al. Accurate estimation of 6-DoF tooth pose in 3D intraoral scans for dental applications using deep learning[J]. Frontiers of Information Technology & Electronic Engineering, 2024, 25(9): 1240-1249.
丁王辉, 孙凯伟, 俞梦飞, 等. 基于深度学习的口腔三维扫描中六方位自由度牙齿姿态准确估算[J]. 信息与电子工程前沿(英文版), 2024,25(9):1240-1249. DOI： 10.1631/FITEE.2300596.

Wanghui DING, Kaiwei SUN, Mengfei YU, et al. Accurate estimation of 6-DoF tooth pose in 3D intraoral scans for dental applications using deep learning[J]. Frontiers of Information Technology & Electronic Engineering, 2024, 25(9): 1240-1249. DOI： 10.1631/FITEE.2300596.

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基于深度学习的口腔三维扫描中六方位自由度牙齿姿态准确估算

Accurate estimation of 6-DoF tooth pose in 3D intraoral scans for dental applications using deep learning

DOI：10.1631/FITEE.2300596