Skip to main content
Top
Published in: Journal of Orofacial Orthopedics / Fortschritte der Kieferorthopädie 2/2016

01-03-2016 | Original Article

Virtual facial reconstruction based on accurate registration and fusion of 3D facial and MSCT scans

Authors: Zhongwei Zhou, Peng Li, Jiayin Ren, Jixiang Guo, Yongqing Huang, Weidong Tian, Wei Tang

Published in: Journal of Orofacial Orthopedics / Fortschritte der Kieferorthopädie | Issue 2/2016

Login to get access

Abstract

Objectives

Accurate registration and feasible fusion of a three-dimensional (3D) photorealistic surface images (captured using the FaceSCAN3D® Scientific Photo Lab) from multislice spiral computed tomography (MSCT) images is important to achieve optimal craniomaxillofacial surgery outcomes; thus, the aim of this work was to optimize this process.

Methods

MSCT and 3D facial scans were acquired from 37 randomly selected patients. Using the Invesalius software package, skin and bone tissue models were reconstructed. The 3D photorealistic surface images were then constructed. Four image registration processes were performed using Geomagic Studio software: manual Procrustes and semi-automatic registration (global modified ICP) using both 7 and 15 anthropometric landmarks. The statistical differences were assessed using one-way ANOVA and LSD tests. P values <0.05 were considered significant.

Results

Average distances between these two surfaces measured 0.99 (SD 0.13 mm), 0.77 (SD 0.11 mm), 0.99 (SD 0.15 mm), and 0.77 mm (SD 0.10 mm) via the four image registration methods. Statistical differences were observed between the manual and semi-automatic registration groups (according to 7 and 15 anthropometric landmarks, respectively). Image registration errors for the entire virtual face were <0.8 mm in the semi-automatic registration groups.

Conclusion

Employing the Procrustes registration system using seven anthropometric landmarks together with global registration allows accurate registration and feasible fusion of 3D facial scans with reconstructed 3D MSCT image data.
Literature
1.
go back to reference Adolphs N, Haberl E-J, Liu W, Keeve E, Menneking H, Hoffmeister B (2013) Virtual planning for craniomaxillofacial surgery—7 years of experience. J Cranio-Maxillofac Surg Adolphs N, Haberl E-J, Liu W, Keeve E, Menneking H, Hoffmeister B (2013) Virtual planning for craniomaxillofacial surgery—7 years of experience. J Cranio-Maxillofac Surg
2.
go back to reference Ayoub AF, Xiao Y, Khambay B, Siebert JP, Hadley D (2007) Towards building a photo-realistic virtual human face for craniomaxillofacial diagnosis and treatment planning. Int J Oral Maxillofac Surg 36:423–428CrossRefPubMed Ayoub AF, Xiao Y, Khambay B, Siebert JP, Hadley D (2007) Towards building a photo-realistic virtual human face for craniomaxillofacial diagnosis and treatment planning. Int J Oral Maxillofac Surg 36:423–428CrossRefPubMed
3.
go back to reference Billings S, Taylor R (2014) Iterative most likely oriented point registration. Med Image Comput Comput Assist Interv 17:178–185PubMed Billings S, Taylor R (2014) Iterative most likely oriented point registration. Med Image Comput Comput Assist Interv 17:178–185PubMed
4.
go back to reference Gelesko S, Markiewicz MR, Weimer K, Bell RB (2012) Computer-aided orthognathic surgery. Atlas Oral Maxillofac Surg Clin 20:107–118CrossRef Gelesko S, Markiewicz MR, Weimer K, Bell RB (2012) Computer-aided orthognathic surgery. Atlas Oral Maxillofac Surg Clin 20:107–118CrossRef
5.
go back to reference Govindu VM, Pooja A (2014) On averaging multiview relations for 3D scan registration. IEEE Trans Image Process 23:1289–1302CrossRefPubMed Govindu VM, Pooja A (2014) On averaging multiview relations for 3D scan registration. IEEE Trans Image Process 23:1289–1302CrossRefPubMed
6.
go back to reference Grauer D, Cevidanes LS, Proffit WR (2009) Working with DICOM craniofacial images. Am J Orthod Dentofac Orthop 136:460–470CrossRef Grauer D, Cevidanes LS, Proffit WR (2009) Working with DICOM craniofacial images. Am J Orthod Dentofac Orthop 136:460–470CrossRef
7.
go back to reference Hu Y, Li H, Qiao G, Liu H, Ji A, Ye F (2011) Computer-assisted virtual surgical procedure for acetabular fractures based on real CT data. Injury 42:1121–1124CrossRefPubMed Hu Y, Li H, Qiao G, Liu H, Ji A, Ye F (2011) Computer-assisted virtual surgical procedure for acetabular fractures based on real CT data. Injury 42:1121–1124CrossRefPubMed
9.
go back to reference Khambay B, Nebel JC, Bowman J, Walker F, Hadley DM, Ayoub A (2002) 3D stereophotogrammetric image superimposition onto 3D CT scan images: the future of orthognathic surgery. A pilot study. Int J Adult Orthod Orthognath Surg 17:331–341 Khambay B, Nebel JC, Bowman J, Walker F, Hadley DM, Ayoub A (2002) 3D stereophotogrammetric image superimposition onto 3D CT scan images: the future of orthognathic surgery. A pilot study. Int J Adult Orthod Orthognath Surg 17:331–341
10.
go back to reference Nahm KY, Kim Y, Choi YS, Lee J, Kim SH, Nelson G (2014) Accurate registration of cone-beam computed tomography scans to 3-dimensional facial photographs. Am J Orthod Dentofac Orthop 145:256–264CrossRef Nahm KY, Kim Y, Choi YS, Lee J, Kim SH, Nelson G (2014) Accurate registration of cone-beam computed tomography scans to 3-dimensional facial photographs. Am J Orthod Dentofac Orthop 145:256–264CrossRef
11.
go back to reference Naudi KB, Benramadan R, Brocklebank L, Ju X, Khambay B, Ayoub A (2013) The virtual human face: superimposing the simultaneously captured 3D photorealistic skin surface of the face on the untextured skin image of the CBCT scan. Int J Oral Maxillofac Surg 42:393–400CrossRefPubMed Naudi KB, Benramadan R, Brocklebank L, Ju X, Khambay B, Ayoub A (2013) The virtual human face: superimposing the simultaneously captured 3D photorealistic skin surface of the face on the untextured skin image of the CBCT scan. Int J Oral Maxillofac Surg 42:393–400CrossRefPubMed
12.
go back to reference Noh H, Nabha W, Cho JH, Hwang HS (2011) Registration accuracy in the integration of laser-scanned dental images into maxillofacial cone-beam computed tomography images. Am J Orthod Dentofac Orthop 140:585–591CrossRef Noh H, Nabha W, Cho JH, Hwang HS (2011) Registration accuracy in the integration of laser-scanned dental images into maxillofacial cone-beam computed tomography images. Am J Orthod Dentofac Orthop 140:585–591CrossRef
13.
go back to reference Plooij JM, Maal TJ, Haers P, Borstlap WA, Kuijpers-Jagtman AM, Berge SJ (2011) Digital three-dimensional image fusion processes for planning and evaluating orthodontics and orthognathic surgery. A systematic review. Int J Oral Maxillofac Surg 40:341–352CrossRefPubMed Plooij JM, Maal TJ, Haers P, Borstlap WA, Kuijpers-Jagtman AM, Berge SJ (2011) Digital three-dimensional image fusion processes for planning and evaluating orthodontics and orthognathic surgery. A systematic review. Int J Oral Maxillofac Surg 40:341–352CrossRefPubMed
14.
go back to reference Popat H, Richmond S, Drage NA (2010) New developments in: three-dimensional planning for orthognathic surgery. J Orthod 37:62–71 Popat H, Richmond S, Drage NA (2010) New developments in: three-dimensional planning for orthognathic surgery. J Orthod 37:62–71
15.
go back to reference Saad A, Winters R, Wise MW, Dupin CL, St Hilaire H (2013) Virtual surgical planning in complex composite maxillofacial reconstruction. Plast Reconstr Surg 132:626–633CrossRefPubMed Saad A, Winters R, Wise MW, Dupin CL, St Hilaire H (2013) Virtual surgical planning in complex composite maxillofacial reconstruction. Plast Reconstr Surg 132:626–633CrossRefPubMed
16.
go back to reference Schendel SA, Duncan KS, Lane C (2011) Image fusion in preoperative planning. Facial Plast Surg Clin N Am 19:577–90 vii Schendel SA, Duncan KS, Lane C (2011) Image fusion in preoperative planning. Facial Plast Surg Clin N Am 19:577–90 vii
17.
go back to reference Terzic A, Schouman T, Scolozzi P (2013) Accuracy of morphological simulation for orthognatic surgery. Assessment of a 3D image fusion software. Rev Stomatol Chir Maxillofac Chir Orale Terzic A, Schouman T, Scolozzi P (2013) Accuracy of morphological simulation for orthognatic surgery. Assessment of a 3D image fusion software. Rev Stomatol Chir Maxillofac Chir Orale
18.
go back to reference Tzou CH, Frey M (2011) Evolution of 3D surface imaging systems in facial plastic surgery. Facial Plast Surg Clin N Am 19:591–602 vii Tzou CH, Frey M (2011) Evolution of 3D surface imaging systems in facial plastic surgery. Facial Plast Surg Clin N Am 19:591–602 vii
19.
go back to reference Uechi J, Tsuji Y, Konno M, Hayashi K, Shibata T, Nakayama E, Mizoguchi I (2014) Generation of virtual models for planning orthognathic surgery using a modified multimodal image fusion technique. Int J Oral Maxillofac Surg Uechi J, Tsuji Y, Konno M, Hayashi K, Shibata T, Nakayama E, Mizoguchi I (2014) Generation of virtual models for planning orthognathic surgery using a modified multimodal image fusion technique. Int J Oral Maxillofac Surg
Metadata
Title
Virtual facial reconstruction based on accurate registration and fusion of 3D facial and MSCT scans
Authors
Zhongwei Zhou
Peng Li
Jiayin Ren
Jixiang Guo
Yongqing Huang
Weidong Tian
Wei Tang
Publication date
01-03-2016
Publisher
Springer Berlin Heidelberg
Published in
Journal of Orofacial Orthopedics / Fortschritte der Kieferorthopädie / Issue 2/2016
Print ISSN: 1434-5293
Electronic ISSN: 1615-6714
DOI
https://doi.org/10.1007/s00056-016-0014-8

Other articles of this Issue 2/2016

Journal of Orofacial Orthopedics / Fortschritte der Kieferorthopädie 2/2016 Go to the issue

Mitteilungen DGKFO

Mitteilungen der DGKFO