Saturday, January 17, 2009

DP for stitching

Theory
  1. At each p(r, c),
  2. for each shift d(dr, dc), there are
    1. a corr score with the image being compared
    2. a global cost value: the gap(row(i-1), row(i)). We want the gap < 0
    3. #2 is under the assumptions:
      1. after shift, for all rows, gap(row(i-1), row(i)) < 0;
      2. from current FOV on, everything goes with 20% overlap, meaning a global corresponding d(dr, dc) shift for all of them.
  3. maximize overall correlation
  4. minimize cost

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