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Table E.4.

Pseudo-code for the auto-RSM algorithm in annular mode. The centre of the selected set of annuli Rangesel starts at 1,5 FWHM and end at amax with the centre of every selected annulus separated by one FWHM.

1: Flipping parallactic angle sign: PA = −PA
2: Forc = 1 to Nsequencedo
3: Form = 1 to Ntechniquedo
4:  Fora in Rangeseldo
5:  PSF-subtraction technique parameters optimisation
6:   Contrast computation via fake companions injection
7:   Optimal parameters and contrast
8:  End For
9:  Outliers suppression in via Hampel Filter
10:   Parameters smoothing via moving average:
11: Fora in Rangeseldo
12:  Optimisation of RSM algorithm parameters
13:   Median position computation Ma, m, c
14:   Performance metric computation via fake companion
  injection using
15:   Optimal parameters selection:
16: End For
17: Outliers suppression in via Hampel Filter
18: Interpolation of optimal parameters via RBF:
19: End For
20: End For
21: Optimal combinationZa selection via bottom-up or
  top-down approach using
22: Fora = FWHM to amaxdo
23:  ThresholdTacomputation using
24: End For
25: Flipping back parallactic angle sign: PA = −PA
26: Final RSM map computation using
27: Threshold subtraction from final RSM map

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