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Measuring confidence in optical flow estimation
Authors:Bainbridge-Smith   A. Lane   R.G.
Affiliation:Dept. of Electr. & Electron. Eng., Canterbury Univ., Christchurch;
Abstract:The performance of a number of techniques proposed for estimating the quality of optical flow estimates formed using differential methods is considered. The existence of a bias in the optical flow estimates computed using numerical derivatives is demonstrated, as well as the correlation between observed errors and predictions made by using a variety of published confidence estimates
Keywords:
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