49 lines
1.5 KiB
C++
49 lines
1.5 KiB
C++
/**
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* Lubricant Detecter
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* Copyright (C) 2021 Carl Klemm
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*
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* This program is free software; you can redistribute it and/or
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* modify it under the terms of the GNU General Public License
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* version 3 as published by the Free Software Foundation.
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*
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* This program is distributed in the hope that it will be useful,
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* but WITHOUT ANY WARRANTY; without even the implied warranty of
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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* GNU General Public License for more details.
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*
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* You should have received a copy of the GNU General Public License
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* along with this program; if not, write to the
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* Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor,
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* Boston, MA 02110-1301, USA.
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*/
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#pragma once
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#include <opencv2/core/ocl.hpp>
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#include <opencv2/imgproc.hpp>
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#include <stdint.h>
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inline bool normalize(cv::Mat& image, const cv::Mat& referance)
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{
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cv::Mat labReferance;
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cv::cvtColor(referance, labReferance, cv::COLOR_BGR2Lab);
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std::vector<cv::Mat> labPlanesRef(3);
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cv::split(labReferance, labPlanesRef);
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cv::Scalar mean = cv::mean(labPlanesRef[0]);
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labPlanesRef[0].convertTo(labPlanesRef[0], CV_16SC1);
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labPlanesRef[0] = labPlanesRef[0] - cv::Scalar(mean);
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cv::Mat labImage;
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cv::cvtColor(image, labImage, cv::COLOR_BGR2Lab);
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std::vector<cv::Mat> labPlanes(3);
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cv::split(labImage, labPlanes);
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cv::subtract(labPlanes[0], labPlanesRef[0], labPlanes[0], cv::noArray(), CV_8UC1);
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cv::merge(labPlanes, labImage);
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cv::cvtColor(labImage, image, cv::COLOR_Lab2BGR);
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return true;
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}
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