3D Skull Surface Completion Method Based on Multi-exemplars

Authors

Reziwanguli Xiamixiding, 1. School of Information and Technology, Northwest University, Xi'an, 710069, China;;2. College of Computer Science and Technology, Xinjiang Normal University, Urumchi 830054, China;;
Guohua Geng, 1. School of Information and Technology, Northwest University, Xi'an, 710069, China;;
Gulisong Nasierding, 2. College of Computer Science and Technology, Xinjiang Normal University, Urumchi 830054, China;;
Qingqiong Deng, 3. College of Information Science and Technology, Beijing Normal University, Beijing 100875, China;;
Dilinuer Keyimu, 2. College of Computer Science and Technology, Xinjiang Normal University, Urumchi 830054, China;;
Zulipiya Maimaitiming, 2. College of Computer Science and Technology, Xinjiang Normal University, Urumchi 830054, China;;
Wanrong Zhao, 4. Department of Radiology, Peoples Hospital of Toksun, Turpan Xinjiang 838100, China;
Zheng Lei, 4. Department of Radiology, Peoples Hospital of Toksun, Turpan Xinjiang 838100, China;

Abstract

Abstract: In order to repair the damaged skulls, a skull completion method based on multiple exemplars was proposed. A 3D skull model database was constructed, and all the exemplars within the database were registered with a standard skull model. Each exemplar was then divided into a missing part and a remaining part according to the given damaged skull. After that, the relationship between the missing part and the remaining part was obtained by a regression algorithm. This relationship was used to calculate the missing part of the given skull, and a complete skull could be obtained by merging the two parts. Experimental results demonstrate that the proposed method can repair small and large damages well while keep the original model unchanged. In addition, it can improve the completion accuracy compared with the existing example-based methods.

Recommended Citation

Xiamixiding, Reziwanguli; Geng, Guohua; Nasierding, Gulisong; Deng, Qingqiong; Keyimu, Dilinuer; Maimaitiming, Zulipiya; Zhao, Wanrong; and Lei, Zheng (2020) "3D Skull Surface Completion Method Based on Multi-exemplars," Journal of System Simulation: Vol. 28: Iss. 10, Article 7.
Available at: https://dc-china-simulation.researchcommons.org/journal/vol28/iss10/7

First Page

2335

Revised Date

2016-07-14

DOI Link

https://doi.org/

Last Page

2341

CLC

TP399

Recommended Citation

Reziwanguli Xiamixiding, Geng Guohua, Gulisong Nasierding, Deng Qingqiong, Dilinuer Keyimu, Zulipiya Maimaitiming, Zhao Wanrong, Zheng Lei. 3D Skull Surface Completion Method Based on Multi-exemplars[J]. Journal of System Simulation, 2016, 28(10): 2335-2341.