A Fast Automatic Reconstruction Method for Panoramic Images Based on Cone Beam Computed Tomography

Author:

Zhang Jianguo,Jiang Yichuan,Gao Fei,Zhao Sheng,Yang Fan,Song Liang

Abstract

Panoramic images have been widely used in the diagnosis of dental diseases. In the process of panoramic image reconstruction, the position of the dental arch curve usually affects the quality of display content, especially the completion level of the panoramic image. In addition, the metal implants in the patient’s mouth often lead the contrast of the panoramic image to decrease. This paper describes a method to automatically synthesize panoramic images from dental cone beam computed tomography (CBCT) data. The proposed method has two essential features: the first feature is that the method can detect the dental arch curve through axial maximum intensity projection images over different ranges, and the second feature is that our method is able to adjust the intensity distribution of the implant in critical areas, to reduce the impact of the implant on the contrast of the panoramic image. The proposed method was tested on 50 CBCT datasets; the panoramic images generated by this method were compared with images attained from three other commonly used approaches and then subjectively scored by three experienced dentists. In the comprehensive image contrast score, the method in this paper has the highest score of 11.16 ± 2.64 points. The results show that the panoramic images generated by this method have better image contrast.

Funder

Natural Science Foundation of Shanghai

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Hardware and Architecture,Signal Processing,Control and Systems Engineering

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Dental Arch Curve Optimization from Standard Dental Arch Curves;2024 2nd International Conference on Pattern Recognition, Machine Vision and Intelligent Algorithms (PRMVIA);2024-05-24

2. Immersive Dramatic Space 3D Layout Using Panoramic Image Reconstruction Algorithm;2024 Third International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE);2024-04-26

3. Automatic dental arch detection and panoramic imaging from cone beam computed tomography dataset;Fifteenth International Conference on Graphics and Image Processing (ICGIP 2023);2024-03-25

4. DeAPIR: Efficient and Enhanced Dental Arch-Guided Panoramic Image Reconstruction from CBCT Data;Applied Sciences;2023-11-15

5. A Deep Learning Approach to Generating Flattened CBCT Volume Across Dental Arch From 2D Panoramic X-ray for 3D Oral Cavity Reconstruction;2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC);2023-06-25

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