3d geometry 1curriculum learning 1deep reinforcement learning 1orthodontic treatment planning 1transformer models 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CV2026
B-Spline Embedded Structure Learning for 3D Tooth Segmentation
Xianghan Wei, Jianwen Lou, Zhiguo Lu +2
Accurate 3D tooth segmentation forms the cornerstone of digital dentistry, yet it remains a formidable challenge due to the inherent intricacy of real-world dentitions, such as cro…
cs.CV2026
3D Geometric Tooth Alignment Planning via Deep Reinforcement Learning
Yong Li, Jianwen Lou, Jiayue Ma +3
The paper introduces a deep reinforcement learning system that automatically generates 3D tooth alignment trajectories for orthodontic treatment, using a transformer-based agent an…
cs.CV2025
3DTeethSAM: Taming SAM2 for 3D Teeth Segmentation
Zhiguo Lu, Jianwen Lou, Mingjun Ma +3
3D teeth segmentation, involving the localization of tooth instances and their semantic categorization in 3D dental models, is a critical yet challenging task in digital dentistry…