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Fast no ground truth image registration accuracy evaluation: Comparison of bootstrap and Hessian approaches
(IEEE, 2008-05)
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 images only and without assuming any specific ...
Bootstrap Resampling for Image Registration Uncertainty Estimation Without Ground Truth
(IEEE, 2010-01)
We address the problem of estimating the uncertainty of pixel based image registration algorithms, given just the two images to be registered, for cases when no ground truth data is available. Our novel method uses bootstrap ...