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WIP : regul_type now regularize building or building + veg classes #89

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WIP : regul_type now regularize building or building + veg classes #89

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67 changes: 51 additions & 16 deletions slurp/masks/stack_masks.py
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Original file line number Diff line number Diff line change
Expand Up @@ -490,17 +490,6 @@ def post_process(
# ==============================
# Classes cleaning
# ==============================
clean_bare_ground = (
morpho_clean(
seg == value_classif_bare_ground,
binary_closing=binary_closing,
binary_opening=binary_opening,
remove_small_holes=remove_small_holes,
remove_small_objects=remove_small_objects,
)
== 1
)
stack[0][clean_bare_ground] = value_classif_bare_ground

clean_buildings = (
morpho_clean(
Expand All @@ -514,13 +503,59 @@ def post_process(
)
stack[0][clean_buildings] = value_classif_buildings

stack[0][watermask == 1] = value_classif_water
if regul_type == "building":
# we only use watershed regularization for buildings
# for vegetation, we use initial mask

# TODO : add morpho clean ?

clean_low_veg = vegmask == 21
stack[0][clean_low_veg] = value_classif_low_veg
clean_bare_ground = vegmask == 11
stack[0][clean_bare_ground] = value_classif_bare_ground

clean_high_veg = vegmask == 22
stack[0][clean_high_veg] = value_classif_high_veg
clean_low_veg = vegmask == 21
stack[0][clean_low_veg] = value_classif_low_veg

clean_high_veg = vegmask == 22
stack[0][clean_high_veg] = value_classif_high_veg
else:
clean_bare_ground = (
morpho_clean(
seg == value_classif_bare_ground,
binary_closing=binary_closing,
binary_opening=binary_opening,
remove_small_holes=remove_small_holes,
remove_small_objects=remove_small_objects,
)
== 1
)
stack[0][clean_bare_ground] = value_classif_bare_ground

# Regularization of building and vegetation areas
clean_low_veg = (
morpho_clean(
seg == value_classif_low_veg,
binary_closing=binary_closing,
binary_opening=binary_opening,
remove_small_holes=remove_small_holes,
remove_small_objects=remove_small_objects,
)
== 1
)
stack[0][clean_low_veg] = value_classif_low_veg

clean_high_veg = (
morpho_clean(
seg == value_classif_high_veg,
binary_closing=binary_closing,
binary_opening=binary_opening,
remove_small_holes=remove_small_holes,
remove_small_objects=remove_small_objects,
)
== 1
)
stack[0][clean_high_veg] = value_classif_high_veg

stack[0][watermask == 1] = value_classif_water

stack[0][valid_stack != 0] = NODATA_INT8

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