Browse > Article
http://dx.doi.org/10.9717/kmms.2015.18.10.1157

Accurate Registration Method of 3D Facial Scan Data and CBCT Data using Distance Map  

Lee, Jeongjin (Dept. of Computer Science and Engineering, Soongsil University, Associate Professor.)
Publication Information
Journal of Korea Multimedia Society / v.18, no.10, 2015 , pp. 1157-1163 More about this Journal
Abstract
In this paper, we propose a registration method of 3d facial scan data and CBCT data using voxelization and distance map. First, two data sets are initially aligned by exploiting the voxelization of 3D facial scan data and the information of the center of mass. Second, a skin surface is extracted from 3D CBCT data by segmenting air and skin regions. Third, the positional and rotational differences between two images are accurately aligned by performing the rigid registration for the distance minimization of two skin surfaces. Experimental results showed that proposed registration method correctly aligned 3D facial scan data and CBCT data for ten patients. Our registration method might give useful clinical information for the oral surgery planning and the diagnosis of the treatment effects after an oral surgery.
Keywords
Cone-beam Computed Tomography; Facial Scan; Rigid Registration; Voxelization; Distance Map;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 A. Ghoneima, A. Allam, K. Kula, and L.J. Windsor, Orthodontics-Basic Aspects and Clinical Considerations, Intech, Rijeka, Croatia, 2012.
2 P.J. Besl and N.D. McKay, “A Method for Registration of 3-D Shapes,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 14, No. 2, pp. 239-256, 1992.   DOI
3 R.C. Gonzalez and R.E. Woods, Digital Image Processing, Prentice Hall, New Jersey, 2008.
4 Y.S.N. Jayaratne, C.P.J. McGrath, and R.A. Zwahlen, “How Accurate are the Fusion of Cone- Beam CT and 3-D Stereophotographic Images?,” Plos One, Vol. 7, No. 11, pp. 1-1, 2012.
5 S. Rusinkiewicz and M. Levoy, “Efficient Variants of the ICP Algorithm,” Proceeding of Third International Conference on 3-D Digital Imaging and Modeling, pp. 145-152, 2001.
6 W.E. Harrell, “3D Diagnosis and Treatment Planning in Orthodontics,” Seminars in Orthodontics, Vol. 15, No. 1, pp. 35-41, 2009.   DOI
7 B. Khambay, J.C. Nebel, J. Bowman, F. Walker, D.M. Hadley, and A. Ayoub, “3D Stereophotogrammetric Image Superimposition onto 3D CT Scan Images: The Future of Orthognathic Surgery. A Pilot Study,” The International Journal of Adult Orthodontics & Orthognathic Surgery, Vol. 17, No. 4, pp. 331-341, 2002.
8 S. Schendel and C. Lane, "3D Orthognathic Surgery Simulation using Image Fusion," Seminars in Orthodontics, Vol. 15, No. 1, pp. 48-56, 2009.   DOI
9 K.B. Naudi, R. Benramadan, L. Brocklebank, X. Ju, B. Khambay, and A. Ayoub, “The Virtual Human Face―Superimposing the Simultaneously Captured 3D Photorealistic Skin Surface of the Face on the Untextured Skin Image of the CBCT Scan,” International Journal of Oral and Maxillofacial Surgery, Vol. 42, No. 3, pp. 393-400, 2013.   DOI
10 T.Y. Park, Y.B. Shin, S.H. Yim, and J.J. Lee, “Rapid Rigid Registration Method Between Intra-Operative 2D XA and Pre-operative 3D CTA Images,” Journal of Korea Multimedia Society, Vol. 16, No. 12, pp. 1454-1464, 2013.   DOI
11 G. Borgefors, “Distance Transformations in Arbitrary Dimensions,” Computer Vision, Graphics, and Image Processing, Vol. 27, No. 3, pp. 321-345, 1984.   DOI
12 F. Maes, A. Collignon, D. Vandermeulen, G. Marchal, and P. Suetens, “Multimodality Image Registration by Maximization of Mutual Information,” IEEE Transactions on Medical Imaging, Vol. 16, No. 2, pp. 187-198, 1997.   DOI
13 F. Maes, D. Vandermeulen, and P. Suetens, “Comparative Evaluation of Multiresolution Optimization Strategies for Multimodality Image Registration by Maximization of Mutual Information,” Medical Image Analysis, Vol. 3, No. 4, pp. 373-386, 1999.   DOI
14 A.F. Ayoub, Y. Xiao, B. Khambay, J.P. Siebert, and D. Hadley, “Towards Building a Photo-Realistic Virtual Human Face for Craniomaxillofacial Diagnosis and Treatment Planning,” International Journal of Oral and Maxillofacial Surgery, Vol. 36, No. 5, pp. 423-428, 2007.   DOI