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Misclassification pixels Correction based Greedy Algorithm

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dian_pratama
dian_pratama am 4 Mär. 2015
Bearbeitet: dian_pratama am 4 Mär. 2015
I have pseudo code to correction misclassification pixel based-Greedy algorithm from Benaichouche et al. research. I tried to apply it in matlab code but it is very difficult. Anyone can help?
Pseudo Code
Step 1: Extraction of potentially misclassified pixels 〖(x〗_l)
  1. l←1
  2. for all pixels x_i of the image do
  3. if("label"(x_i)≠"label"(x_j∈N_ns))then
  4. x_l←x_i
  5. for all clusters m in N_rl neighborhood of the pixel x_l do
  6. Calculate the local variance σ_m^((l) )
  7. Calculate the local mean μ_m^((l)
  8. end for
  9. l←l+1
  10. end if
  11. end for
  12. returnx_l,σ_m^((l) ) and μ_m^((l) )
Step 2: Reclassification of the extracted pixels
  1. for all pixels x_i of the image do
  2. for all clusters m in N_rl neighborhood of the pixel x_ldo
  3. Calculate the objective function J_i using eq. (26)
  4. Find j=argmin (J_i)
  5. Assign the pixel x_i to the cluster j
  6. end for
  7. end for
Thanks

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