• 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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