10 March 2006 Elastic registration using 3D ChainMail: application to virtual colonoscopy
Author Affiliations +
Proceedings Volume 6144, Medical Imaging 2006: Image Processing; 61442Y (2006); doi: 10.1117/12.653644
Event: Medical Imaging, 2006, San Diego, California, United States
Abstract
We present an elastic registration algorithm based on local deformations modeled using cubic B-splines and controlled using 3D ChainMail. Our algorithm eliminates the appearance of folding artifacts and allows local rigidity and compressibility control independent of the image similarity metric being used. 3D ChainMail propagates large internal deformations between neighboring B-Spline control points, thereby preserving the topology of the transformed image without requiring the addition of penalty terms based on rigidity of the transformation field to the equation used to maximize image similarity. A novel application to virtual colonoscopy is presented where the algorithm is used to significantly improve cross-localization between colon locations in prone and supine CT images.
© (2006) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Carlos R. Castro-Pareja, Barry Daly, Raj Shekhar, "Elastic registration using 3D ChainMail: application to virtual colonoscopy", Proc. SPIE 6144, Medical Imaging 2006: Image Processing, 61442Y (10 March 2006); doi: 10.1117/12.653644; https://doi.org/10.1117/12.653644
PROCEEDINGS
9 PAGES


SHARE
KEYWORDS
Image registration

3D modeling

Optimization (mathematics)

Virtual colonoscopy

Computed tomography

Image resolution

Colon

Back to Top