Comparative evaluation of registration algorithms in different brain databases with varying difficulty: results and insights
Evaluating various algorithms for the inter-subject registration of brain magnetic resonance
images (MRI) is a necessary topic receiving growing attention. Existing studies evaluated …
images (MRI) is a necessary topic receiving growing attention. Existing studies evaluated …
Deformable image registration by combining uncertainty estimates from supervoxel belief propagation
MP Heinrich, IJA Simpson, BŁW Papież, M Brady… - Medical image …, 2016 - Elsevier
Discrete optimisation strategies have a number of advantages over their continuous
counterparts for deformable registration of medical images. For example: it is not necessary …
counterparts for deformable registration of medical images. For example: it is not necessary …
Multi-region probabilistic dice similarity coefficient using the Aitchison distance and bipartite graph matching
S Andrews, G Hamarneh - arXiv preprint arXiv:1509.07244, 2015 - arxiv.org
Validation of image segmentation methods is of critical importance. Probabilistic image
segmentation is increasingly popular as it captures uncertainty in the results. Image …
segmentation is increasingly popular as it captures uncertainty in the results. Image …
Review of random walk in image processing
Z Wang, L Guo, S Wang, L Chen, H Wang - Archives of Computational …, 2019 - Springer
The random walk, proposed in 1905, was applied into the field of computer vision in 1979.
Subsequently, more and more researchers paid their attention to this new method. Recently …
Subsequently, more and more researchers paid their attention to this new method. Recently …
Sparse Bayesian registration of medical images for self-tuning of parameters and spatially adaptive parametrization of displacements
We extend Bayesian models of non-rigid image registration to allow not only for the
automatic determination of registration parameters (such as the trade-off between image …
automatic determination of registration parameters (such as the trade-off between image …
STEAM—Statistical Template Estimation for Abnormality Mapping: A personalized DTI analysis technique with applications to the screening of preterm infants
We introduce the STEAM DTI analysis engine: a whole brain voxel-based analysis
technique for the examination of diffusion tensor images (DTIs). Our STEAM analysis …
technique for the examination of diffusion tensor images (DTIs). Our STEAM analysis …
Topology preservation and anatomical feasibility in random walker image registration
The random walker image registration (RWIR) method is a powerful tool for aligning medical
images that also provides useful uncertainty information. However, it is difficult to ensure …
images that also provides useful uncertainty information. However, it is difficult to ensure …
Method for registering deformable images using random Markov fields
J Van Baar, D Seo - US Patent 9,449,384, 2016 - Google Patents
A method registers a source image with a target image, wherein the images are deformable,
by first measuring dissimilarity between the source image and the target image. The …
by first measuring dissimilarity between the source image and the target image. The …
Deformable registration of multi-modal microscopic images using a pyramidal interactive registration-learning methodology
Co-registration of multi-modal microscopic images can integrate benefits of each modality,
yet major challenges come from inherent difference between staining, distortions of …
yet major challenges come from inherent difference between staining, distortions of …
Random walker image registration with cost aggregation
YW Tang, G Hamarneh - 2014 IEEE 11th International …, 2014 - ieeexplore.ieee.org
Random walker image registration (RWIR)[1] has recently been shown to be a promising
method for deformable registration. The computational complexity of RWIR, however …
method for deformable registration. The computational complexity of RWIR, however …