Reliable Estimation of Dense Optical Flow Fields with Large Displacements

@article{lvarez2000ReliableEO,
  title={Reliable Estimation of Dense Optical Flow Fields with Large Displacements},
  author={Luis {\'A}lvarez and Joachim Weickert and Javier S{\'a}nchez P{\'e}rez},
  journal={International Journal of Computer Vision},
  year={2000},
  volume={39},
  pages={41-56}
}
In this paper we show that a classic optical flow technique by Nagel and Enkelmann (1986, IEEE Trans. Pattern Anal. Mach. Intell., Vol. 8, pp. 565–593) can be regarded as an early anisotropic diffusion method with a diffusion tensor. We introduce three improvements into the model formulation that (i) avoid inconsistencies caused by centering the brightness term and the smoothness term in different images, (ii) use a linear scale-space focusing strategy from coarse to fine scales for avoiding… CONTINUE READING
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