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研究生: 陳致成
CHIH-CHENG CHEN
論文名稱: 互動式光學斷層牙齒掃描重建
Interactive OCT-based Tooth Scan and Reconstruction
指導教授: 賴祐吉
Yu-Chi Lai
姚智原
Chih-Yuan Yao
口試委員: 鄧惟中
Wei-Chung Teng
李士元
Shyh-Yuan Lee
學位類別: 碩士
Master
系所名稱: 電資學院 - 資訊工程系
Department of Computer Science and Information Engineering
論文出版年: 2018
畢業學年度: 106
語文別: 中文
論文頁數: 65
中文關鍵詞: 光學斷層掃描牙齒重建
外文關鍵詞: OCT, Tooth Reconstruction
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為了製作固定式假牙必須經過牙齒印模,然而目前臨床使用的傳統印模方式需要時間等待印膜材料定型,容易因不慎導致印模失敗或是造成患者不適,所以本篇論文利用光學相干斷層掃描(Optical Coherence Tomography,OCT)來完成一個數位印模系統。利用光學相干斷層掃描(OCT)取得微米級解析度的活體組織形態圖像,加速印模流程並完成牙齒的數位牙齒模型。

現有的模型重建演算法無法直接套用光學相干斷層掃描(OCT)取得的資料,而且掃瞄範圍受到限制,必須多次掃描來取得完整牙齒模型,此外如果掃瞄過程無法立即檢查掃描的結果,就容易發生需要重新掃描或補掃描而耗費不少時間。所以本篇論文設計這個數位牙齒印模系統,目標是產生數位的牙齒模型,以及掃描時的即時顯示,透過將掃描資料轉換成通用的點雲資料,並以圖形處理器(GPU)加速資料轉換過程,配合適當的拼接與重建演算法,達到後製建模以及即時顯示的目標。

最後本篇論文將系統分成兩部分進行實驗驗證,透過設計情境進行使用者研究,證明即時顯示能夠提升增進牙齒掃描效率,以及透過與口掃機模型進行誤差比較,分析本系統演算法的誤差值。


To make fixed dentures, it is necessary to take dental impressions. However, traditional dental impressions on clinical use needs time to wait for setting impression material. Taking dental impressions careless can easily cause impressions failed and discomfort for patients. Therefore, we use Optical Coherence Tomography(OCT) to build up a digital dental impressions system. It provides tissue morphology imagery at near-microscopic resolution. Speed up the process of dental impressions and build up digital dental model.

Normal model reconstruction algorithm can not use the data provided by the OCT directly. Because of the limitation of scan area, it is necessary to scan many times to build up a digital dental. In addition, if the result of the scan can not be checked immediately in scanning process. It is easy to cause the need of rescan or make up scan and spends a lot of time. Therefore, we design this digital dental impressions system. In order to build up digital dental model and real-time display in scanning process. scan data translates in to normal point cloud data. The translation process speed up by Graphics Processing Unit(GPU). With the appropriate alignment and reconstruction algorithm, system achieve the goal of modeling and real-time display.

Finally, we conduct two part of experimental verification to show up efficiency enhancement of scanning process and to analyze error of system algorithm.

中文摘要 Abstract 目錄 表目錄 圖目錄 符號說明 1 介紹 1.1 問題定義 1.2 主要貢獻 1.3 論文架構 2 相關研究 2.1 3D掃描 2.2 被動式掃描 2.3 無穿透性的主動式掃描 2.4 有穿透性的主動式掃描 3 掃描重建 3.1 光學同調斷層掃描 3.1.1 傅立葉轉換 3.1.2 快速傅立葉轉換 3.1.3 九軸感測儀 3.2 物體表面判斷 3.2.1 單位校正 3.3 點雲拼接 3.4 模型重建 4 即時顯示 4.1 物體表面判斷的平行化 4.2 快速的點雲拼接 4.3 有效率的掃描拼接順序 5 實驗結果與討論 5.1 實效使用者研究 5.2 效率與誤差分析 5.3 拼接過程及結果 6 結論與未來工作 附錄 參考文獻

1. Arthur S. Agatston and Warren R. Janowitz and Frank J. Hildner and Noel R. Zusmer and Manuel Viamonte and Robert Detrano "Quantification of coronary artery calcium using ultrafast computed tomography" Journal of the American College of Cardiology 1990

2. Ogawa, S and Lee, T M and Kay, A R and Tank, D W "Brain magnetic resonance imaging with contrast dependent on blood oxygenation" Proceedings of the National Academy of Sciences 1990

3. Huang D, Swanson EA, Lin CP, et al "Optical Coherence Tomography" Science (New York, NY) 1991

4. Snavely, Noah and Steven M. Seitz and Szeliski, Richard "Modeling the World from Internet Photo Collections" Int. J. Comput. Vision 2008

5. Brown, M. and Lowe, D. G. "Unsupervised 3D Object Recognition and Reconstruction in Unordered Datasets" Proceedings of the Fifth International Conference on 3-D Digital Imaging and Modeling 2005

6.Johannes L. Schonberger and Radenovic, Filip and Chum, Ondrej and Frahm, Jan-Michael "From Single Image Query to Detailed 3D Reconstruction" IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015

7. Izadi, Shahram and Kim, David and Hilliges, Otmar and Molyneaux, David "KinectFusion: Real-time 3D Reconstruction and Interaction Using a Moving Depth Camera" Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology 2011

8. Li, Yangyan and Dai, Angela and Guibas, Leonidas and Nießner, Matthias "Database-Assisted Object Retrieval for Real-Time 3D Reconstruction" Comput. Graph. Forum 2015

9. Kevin Lai and Liefeng Bo and Xiaofeng Ren and Dieter Fox "A large-scale hierarchical multi-view RGB-D object dataset" 2011 IEEE International Conference on Robotics and Automation 2011

10. Garcia-Garcia, Alberto and Orts-Escolano, Sergio and Oprea, Sergiu and Garcia-Rodriguez, Jose and Azorin-Lopez, Jorge and Saval-Calvo, Marcelo and Cazorla, Miguel "Multi-sensor 3D Object Dataset for Object Recognition with Full Pose Estimation" Neural Comput. Appl. 2017

11. Ijiri, Takashi and Yoshizawa, Shin and Yokota, Hideo and Igarashi, Takeo "Flower modeling via X-ray computed tomography" Association for Computing Machinery Trans. Graph. 2014

12. Rother, Carsten and Kolmogorov, Vladimir and Blake, Andrew ""GrabCut": Interactive Foreground Extraction Using Iterated Graph Cuts" Association for Computing Machinery Trans. Graph. 2004

13. Li, Yin and Sun, Jian and Tang, Chi-Keung and Shum, Heung-Yeung "Lazy Snapping" Association for Computing Machinery Trans. Graph. 2004

14. Rusu, Radu Bogdan and Blodow, Nico and Beetz, Michael "Fast point feature histograms (FPFH) for 3D registration" Proceedings of the 2009 IEEE International Conference on Robotics and Automation 2009

15. Kazhdan, Michael and Bolitho, Matthew and Hoppe, Hugues "Poisson Surface Reconstruction" Poisson Surface Reconstruction 2006

16. Proceedings of the Fourth Eurographics Symposium on Geometry Processing "Super 4PCS Fast Global Pointcloud Registration via Smart Indexing" Comput. Graph. Forum 2014

17. Schmitt, J.M."Optical coherence tomography (OCT): a review." IEEE Journal of Selected Topics in Quantum Electronics. 1999

18. Fercher, A."Measurement of intraocular distances by backscattering spectral interferometry." Optics Communications. 1995

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