Title :
A 3D human teeth database construction based on a point-based shape registration
Author :
Abdelmunim, H. ; Chen, D. ; Farag, A.A. ; Pusateri, R. ; Carter, C. ; Miller, M. ; Farman, A. ; Tasman, D.
Author_Institution :
Comput. & Syst. Eng. Dept., Ain Shams Univ., Cairo, Egypt
Abstract :
We propose a new system for building a 3D database for human teeth. Real extracted human teeth are scanned using a cone-beam CT scanner to build. The teeth models are segmented from the resulting images by means of level sets. The database includes 3D models of these teeth after minimizing global differences between the models. An affine transformation function is used to model the differences between the models. The transformation parameters are estimated by minimizing a least squares energy. A total of 280 teeth 3-D models have been created to build the real database and demonstrate the performance of the proposed framework.
Keywords :
affine transforms; computerised tomography; dentistry; image registration; image segmentation; least squares approximations; medical image processing; parameter estimation; solid modelling; visual databases; 3D human teeth database construction; 3D models; affine transformation function; cone-beam CT scanner; image segmentation; least squares energy minimization; level sets; point-based shape registration; teeth models; transformation parameter estimation; Databases; Humans; Libraries; Shape; Solid modeling; Teeth; Three dimensional displays;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6115760