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synced 2025-10-19 02:16:34 +08:00
fixed a bug in mean subtraction from target and search patches
As the type of `targetPatch` and `searchPatch` is CV_8UC3, subtracting 128 from them will saturate all values smaller than 128 to zero.
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@@ -148,13 +148,9 @@ bool TrackerGOTURNImpl::updateImpl(const Mat& image, Rect2d& boundingBox)
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resize(targetPatch, targetPatch, Size(INPUT_SIZE, INPUT_SIZE), 0, 0, INTER_LINEAR_EXACT);
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resize(searchPatch, searchPatch, Size(INPUT_SIZE, INPUT_SIZE), 0, 0, INTER_LINEAR_EXACT);
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//Mean Subtract
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targetPatch = targetPatch - 128;
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searchPatch = searchPatch - 128;
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//Convert to Float type
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Mat targetBlob = dnn::blobFromImage(targetPatch, 1.0f, Size(), Scalar(), false);
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Mat searchBlob = dnn::blobFromImage(searchPatch, 1.0f, Size(), Scalar(), false);
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//Convert to Float type and subtract mean
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Mat targetBlob = dnn::blobFromImage(targetPatch, 1.0f, Size(), Scalar::all(128), false);
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Mat searchBlob = dnn::blobFromImage(searchPatch, 1.0f, Size(), Scalar::all(128), false);
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net.setInput(targetBlob, "data1");
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net.setInput(searchBlob, "data2");
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