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Filtering requirements for gradient-based optical flow measurement

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1 Author(s)
W. J. Christmas ; Centre for Vision, Speech, & Signal Process., Surrey Univ., Guildford, UK

The accuracy of gradient-based optical flow algorithms depends on the ability to measure intensity gradients accurately. We show how the temporal gradient can be compromised by temporal aliasing arising from motion and how appropriate post-sampling spatial filtering improves the situation. We also demonstrate a benefit of using higher-order gradient estimators

Published in:

IEEE Transactions on Image Processing  (Volume:9 ,  Issue: 10 )