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» Physically-Based Validation of Deformable Medical Image Regi...
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IPMI
2009
Springer
15 years 10 months ago
DRAMMS: Deformable Registration via Attribute Matching and Mutual-Saliency weighting
A general-purpose deformable registration algorithm referred to as ”DRAMMS” is presented in this paper. DRAMMS adds to the literature of registration methods that bridge betw...
Yangming Ou, Christos Davatzikos
86
Voted
MICCAI
2010
Springer
14 years 8 months ago
Joint Registration and Segmentation of Dynamic Cardiac Perfusion Images Using MRFs
In this paper we propose a Markov random field (MRF) based method for joint registration and segmentation of cardiac perfusion images, specifically the left ventricle (LV). MRFs ...
Dwarikanath Mahapatra, Ying Sun
IPMI
2003
Springer
15 years 10 months ago
Bayesian Multimodality Non-rigid Image Registration via Conditional Density Estimation
Abstract. We present a Bayesian multimodality non-rigid image registration method. Since the likelihood is unknown in the general multimodality setting, we use a density estimator ...
Jie Zhang, Anand Rangarajan
94
Voted
MICCAI
2005
Springer
15 years 3 months ago
Consistent Estimation of Cardiac Motions by 4D Image Registration
A 4D image registration method is proposed for consistent estimation of cardiac motion from MR image sequences. Under this 4D registration framework, all 3D cardiac images taken at...
Dinggang Shen, Hari Sundar, Zhong Xue, Yong Fan, H...
ISBI
2008
IEEE
15 years 10 months ago
Fast no ground truth image registration accuracy evaluation: Comparison of bootstrap and Hessian approaches
Image registration algorithms provide a displacement field between two images. We consider the problem of estimating accuracy of the calculated displacement field from the input i...
Jan Kybic