Measuring confidence in optical flow estimation |
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Authors: | Bainbridge-Smith A. Lane R.G. |
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Affiliation: | Dept. of Electr. & Electron. Eng., Canterbury Univ., Christchurch; |
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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 |
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