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Histogram Matching #1769

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merged 12 commits into from
Nov 4, 2016

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@jamesmcclain jamesmcclain commented Nov 2, 2016

Still Needs:

  • Unit Tests for the (Multiband|)Tile Methods
  • RDD Methods
  • Unit Tests for the RDD Methods
  • ScalaDocs

The original image.
screenshot from 2016-11-02 15 34 38

The image after sigmoidal contrast. Notice that the histogram shown in the screenshot includes the boundary around the image.
screenshot from 2016-11-02 15 41 57

The raw image after its histogram has been matched to that of the sigmoidal contrast image. Notice that it is darker than the original and the histogram looks different.
screenshot from 2016-11-02 15 35 17

Here is the histogram of just inner part of the "histogram matching" image (without the boundary); that image inherited its histogram from the entire "sigmoidal contrast" image (including the boundary, not just the inner part). The histogram of the inner part of the "histogram matching" image agrees nicely with the histogram of the entire "sigmoidal contrast" image (which is the histogram that we were trying to match).
screenshot from 2016-11-02 15 35 38

@lossyrob lossyrob added this to the 1.0 milestone Nov 3, 2016
@lossyrob lossyrob merged commit 3932de6 into locationtech:master Nov 4, 2016
@jamesmcclain jamesmcclain deleted the feature/histogram-matching branch November 7, 2016 12:25
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2 participants