Robust discontinuity-preserving model for estimating optical flow
We address the problem of incremental optical flow estimation. Following Black et al., we design a cost function whose data and prior terms both involve robust M-estimators. The non-convex minimization is lead with an efficient multigrid algorithm which converges fast toward estimates of good quality while providing, at very low cost, crude estimates revealing the large discontinuity structures of the flow field.