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Add contrast limiting adaptive histogram equalization (CLAHE) operator (#2726)
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@@ -92,6 +92,13 @@ namespace sharp {
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return image;
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}
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/*
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* Contrast limiting adapative histogram equalization (CLAHE)
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*/
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VImage Clahe(VImage image, int const width, int const height, int const maxSlope) {
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return image.hist_local(width, height, VImage::option()->set("max_slope", maxSlope));
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}
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/*
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* Gamma encoding/decoding
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*/
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@@ -35,6 +35,11 @@ namespace sharp {
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*/
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VImage Normalise(VImage image);
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/*
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* Contrast limiting adapative histogram equalization (CLAHE)
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*/
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VImage Clahe(VImage image, int const width, int const height, int const maxSlope);
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/*
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* Gamma encoding/decoding
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*/
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@@ -345,6 +345,7 @@ class PipelineWorker : public Napi::AsyncWorker {
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bool const shouldApplyMedian = baton->medianSize > 0;
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bool const shouldComposite = !baton->composite.empty();
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bool const shouldModulate = baton->brightness != 1.0 || baton->saturation != 1.0 || baton->hue != 0.0;
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bool const shouldApplyClahe = baton->claheWidth != 0 && baton->claheHeight != 0;
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if (shouldComposite && !sharp::HasAlpha(image)) {
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image = sharp::EnsureAlpha(image, 1);
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@@ -650,6 +651,11 @@ class PipelineWorker : public Napi::AsyncWorker {
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image = sharp::Normalise(image);
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}
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// Apply contrast limiting adaptive histogram equalization (CLAHE)
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if (shouldApplyClahe) {
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image = sharp::Clahe(image, baton->claheWidth, baton->claheHeight, baton->claheMaxSlope);
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}
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// Apply bitwise boolean operation between images
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if (baton->boolean != nullptr) {
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VImage booleanImage;
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@@ -1330,6 +1336,9 @@ Napi::Value pipeline(const Napi::CallbackInfo& info) {
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baton->linearB = sharp::AttrAsDouble(options, "linearB");
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baton->greyscale = sharp::AttrAsBool(options, "greyscale");
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baton->normalise = sharp::AttrAsBool(options, "normalise");
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baton->claheWidth = sharp::AttrAsUint32(options, "claheWidth");
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baton->claheHeight = sharp::AttrAsUint32(options, "claheHeight");
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baton->claheMaxSlope = sharp::AttrAsUint32(options, "claheMaxSlope");
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baton->useExifOrientation = sharp::AttrAsBool(options, "useExifOrientation");
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baton->angle = sharp::AttrAsInt32(options, "angle");
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baton->rotationAngle = sharp::AttrAsDouble(options, "rotationAngle");
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@@ -109,6 +109,9 @@ struct PipelineBaton {
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double gammaOut;
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bool greyscale;
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bool normalise;
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int claheWidth;
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int claheHeight;
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int claheMaxSlope;
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bool useExifOrientation;
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int angle;
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double rotationAngle;
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@@ -234,6 +237,9 @@ struct PipelineBaton {
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gamma(0.0),
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greyscale(false),
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normalise(false),
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claheWidth(0),
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claheHeight(0),
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claheMaxSlope(3),
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useExifOrientation(false),
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angle(0),
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rotationAngle(0.0),
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