27 search results - page 1 / 6 » Linear intensity-based image registration by Markov random f... |
MIA
2010
14 years 5 months ago
2010
We propose a framework for intensity-based registration of images by linear transformations, based on a discrete Markov Random Field (MRF) formulation. Here, the challenge arises ...
86
Voted
MICCAI
2010
Springer
14 years 8 months ago
2010
Springer
In this paper, we introduce a novel approach to bridge the gap between the landmark-based and the iconic-based voxel-wise registration methods. The registration problem is formulat...
103
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CVPR
2010
IEEE
15 years 1 months ago
2010
IEEE
In this paper, we present an approach to multi-view image-based 3D reconstruction by statistically inversing the ray-tracing based image generation process. The proposed algorithm...
IPMI
2009
Springer
15 years 2 months ago
2009
Springer
Abstract. In this paper we propose a novel approach to define task-driven regularization constraints in deformable image registration using learned deformation priors. Our method ...
81
Voted
CVPR
2007
IEEE
16 years 6 days ago
2007
IEEE
We propose a novel MRF-based model for deformable image matching (also known as registration). The deformation is described by a field of discrete variables, representing displace...