Paper read :on the unificationof line process,outlier rejection and robust statistics

Black M J , Rangarajan A . On the unification of line processes, outlier rejection, and robust statistics with applications in early vision[J]. International Journal of Computer Vision, 1996, 19(1):57-91.

1. Total variance reconstruction

tv recon

  • TODO: check its connection with L1 heuristic.

2. Robust Statistics

robust statistics

3. Outlier process

outlier process

4. From Robust estimation to Outlier process

from to

from to 2
summary

5. GNC

gnc

GNC2

6. Spatial Discontinuties

spatial discontinuties

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