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    • Stefan Walk's avatar
      Make rescaling flexible and add median filtering · 6062601c
      Stefan Walk authored
      Previously the pyramid was done with a rescaling factor of 2 (implied by the
      use of pyrDown). This often leads to inferior results compared to a scale step
      of e.g. 0.8 (a factor of 2 is obviously faster). This commit makes the scale
      step configurable and uses a resonable default value.
      
      The other change in this commit is that median filtering is added. This is not
      described in this paper but it is done in the author's implementation. (See
      e.g. "Secrets of optical flow estimation and their principles", Sun et al.,
      CVPR 2010) This serves as periodic outlier removal during optimization, leading
      to smoother flow fields while preserving motion edges. This includes splitting
      the optimization loop into two loops.
      6062601c
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    • Georgios Evangelidis's avatar
      Add ECC algorithm · f40725bb
      Georgios Evangelidis authored
      Evangelidis, G.D. and Psarakis E.Z. "Parametric Image Alignment using Enhanced
      Correlation Coefficient Maximization", IEEE Transactions on PAMI, vol. 32, no.
      10, 2008
      f40725bb
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