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

Wanghui DING; Kaiwei SUN; Mengfei YU; Hangzheng LIN; Yang FENG; Jianhua LI; Zuozhu LIU

doi:10.1631/FITEE.2300596

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

Regular Papers | Updated：2024-09-29

- Accurate estimation of 6-DoF tooth pose in 3D intraoral scans for dental applications using deep learning
- 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
- “In the realm of digital dentistry, a new method for automatic tooth orientation estimation has been introduced. This breakthrough uses a deep neural network to analyze 3D point clouds of teeth, achieving high accuracy in tooth pose estimation. The model, trained on a large-scale dataset, offers a significant advancement for orthodontic treatment planning and simulation.”
- Frontiers of Information Technology & Electronic Engineering Vol. 25, Issue 9, Pages: 1240-1249(2024)
- 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：
- DOI：10.1631/FITEE.2300596
  CLC： TP391;R783.5
- Received：01 September 2023，
  
  Revised：2023-09-11，
  
  Published：2024-09
- Accepted：
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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：

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

DOI：10.1631/FITEE.2300596