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edge threshold #11

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michath opened this issue Aug 30, 2016 · 2 comments
Open

edge threshold #11

michath opened this issue Aug 30, 2016 · 2 comments

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@michath
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michath commented Aug 30, 2016

seems the local threshold in the paper is implemented as global (=13) in tools/segmentation.py:
does it indeed? if so, how much effort is required to make it locally adaptive?
thanks!

@MichalBusta
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Hi,
so far we have tested several variants:

  • threshold t as function of intensity of the central pixel (see #ifdef RELATIVE_THRESH in FASTex.cpp)
  • otsu-like estimate

for ICDAR dataset, the ROC curve does not improve much (but it can be profitable for specific task)

do you have suggestion?

@michath
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michath commented Aug 31, 2016

only that threshold optimization should probably account for overlapping between correct and incorrect text regions: precision matters more while overlapping whereas recall matters more while there is no overlapping.

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