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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 ...
Bootstrap Optical Flow Confidence and Uncertainty Measure
(Elsevier, 2011)
We address the problem of estimating the uncertainty of optical flow algorithm results. Our method estimates the error magnitude at all points in the image. It can be used as a confidence measure. It is based on bootstrap ...